diff --git "a/landscapes/atari_double_dunk_dqn.csv" "b/landscapes/atari_double_dunk_dqn.csv"
--- "a/landscapes/atari_double_dunk_dqn.csv"
+++ "b/landscapes/atari_double_dunk_dqn.csv"
@@ -1,44 +1,44 @@
 config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_sampling,hp_config.buffer_size,hp_config.initial_epsilon,hp_config.learning_rate,hp_config.learning_starts,hp_config.target_epsilon,hp_config.use_target_network,hp_config.buffer_alpha,hp_config.buffer_beta,hp_config.buffer_epsilon,hp_config.target_update_interval,seed
-0,1000000,-22.703125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,2000000,-20.421875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,3000000,-21.90625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,4000000,-23.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,5000000,-21.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,6000000,-22.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,7000000,-23.421875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,8000000,-23.4375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,9000000,-23.4375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,10000000,-23.609375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-1,1000000,-19.828125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,2000000,-19.796875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,3000000,-19.34375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,4000000,-17.5,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,5000000,-18.71875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,6000000,-18.65625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,7000000,-18.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,8000000,-18.578125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,9000000,-17.53125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,10000000,-18.4375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-2,1000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,2000000,-22.90625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,3000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,4000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,5000000,-23.59375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,6000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,7000000,-23.984375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,8000000,-23.890625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,9000000,-22.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,10000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-3,1000000,-19.953125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,2000000,-20.421875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,3000000,-17.5,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,4000000,-17.640625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,5000000,-17.140625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,6000000,-14.609375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,7000000,-18.09375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,8000000,-14.6875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,9000000,-11.40625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,10000000,-14.453125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
+0,1000000,-22.703125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+0,2000000,-20.421875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+0,3000000,-21.90625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+0,4000000,-23.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+0,5000000,-21.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+0,6000000,-22.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+0,7000000,-23.421875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+0,8000000,-23.4375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+0,9000000,-23.4375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+0,10000000,-23.609375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
+1,1000000,-19.828125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,2000000,-19.796875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,3000000,-19.34375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,4000000,-17.5,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,5000000,-18.71875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,6000000,-18.65625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,7000000,-18.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,8000000,-18.578125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,9000000,-17.53125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,10000000,-18.4375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+2,1000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,2000000,-22.90625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,3000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,4000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,5000000,-23.59375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,6000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,7000000,-23.984375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,8000000,-23.890625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,9000000,-22.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,10000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+3,1000000,-19.953125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,2000000,-20.421875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,3000000,-17.5,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,4000000,-17.640625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,5000000,-17.140625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,6000000,-14.609375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,7000000,-18.09375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,8000000,-14.6875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,9000000,-11.40625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,10000000,-14.453125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
 4,1000000,-23.515625,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,9
 4,2000000,-23.96875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,9
 4,3000000,-23.953125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,9
@@ -59,56 +59,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-19.484375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,9
 5,9000000,-15.375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,9
 5,10000000,-16.875,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,9
-6,1000000,-19.21875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,2000000,-16.28125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,3000000,-17.84375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,4000000,-16.953125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,5000000,-16.140625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,6000000,-14.015625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,7000000,-12.9375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,8000000,-12.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,9000000,-12.8125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,10000000,-12.53125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-7,1000000,-23.484375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,2000000,-23.515625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,3000000,-23.625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,4000000,-23.515625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,5000000,-23.671875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,6000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,7000000,-23.609375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,8000000,-23.59375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,9000000,-23.546875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,10000000,-23.515625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-8,1000000,-23.484375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-8,2000000,-23.53125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-8,3000000,-23.53125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-8,4000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-8,5000000,-23.421875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-8,6000000,-23.609375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-8,7000000,-23.625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-8,8000000,-23.5,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-8,9000000,-23.4375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-8,10000000,-23.546875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
-9,1000000,-23.6875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-9,2000000,-23.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-9,3000000,-23.390625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-9,4000000,-23.859375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-9,5000000,-23.796875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-9,6000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-9,7000000,-23.484375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-9,8000000,-23.28125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-9,9000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-9,10000000,-20.359375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,9
-10,1000000,-22.65625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
-10,2000000,-18.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
-10,3000000,-22.5625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
-10,4000000,-19.84375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
-10,5000000,-21.265625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
-10,6000000,-23.03125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
-10,7000000,-20.703125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
-10,8000000,-23.53125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
-10,9000000,-23.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
-10,10000000,-22.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,9
+6,1000000,-19.21875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,2000000,-16.28125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,3000000,-17.84375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,4000000,-16.953125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,5000000,-16.140625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,6000000,-14.015625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,7000000,-12.9375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,8000000,-12.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,9000000,-12.8125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,10000000,-12.53125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+7,1000000,-23.484375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,2000000,-23.515625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,3000000,-23.625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,4000000,-23.515625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,5000000,-23.671875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,6000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,7000000,-23.609375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,8000000,-23.59375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,9000000,-23.546875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,10000000,-23.515625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+8,1000000,-23.484375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+8,2000000,-23.53125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+8,3000000,-23.53125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+8,4000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+8,5000000,-23.421875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+8,6000000,-23.609375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+8,7000000,-23.625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+8,8000000,-23.5,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+8,9000000,-23.4375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+8,10000000,-23.546875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+9,1000000,-23.6875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,2000000,-23.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,3000000,-23.390625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,4000000,-23.859375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,5000000,-23.796875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,6000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,7000000,-23.484375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,8000000,-23.28125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,9000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,10000000,-20.359375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+10,1000000,-22.65625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,2000000,-18.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,3000000,-22.5625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,4000000,-19.84375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,5000000,-21.265625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,6000000,-23.03125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,7000000,-20.703125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,8000000,-23.53125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,9000000,-23.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,10000000,-22.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
 11,1000000,-18.734375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
 11,2000000,-23.875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
 11,3000000,-23.921875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
@@ -119,26 +119,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-20.640625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
 11,9000000,-23.671875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
 11,10000000,-20.484375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
-12,1000000,-23.421875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,2000000,-23.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,3000000,-23.8125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,4000000,-23.921875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,5000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,6000000,-23.921875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,7000000,-23.875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,8000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,9000000,-23.90625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,10000000,-23.890625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-13,1000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,2000000,-23.578125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,3000000,-23.515625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,4000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,5000000,-23.390625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,6000000,-23.5,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,7000000,-23.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,8000000,-23.5,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,9000000,-23.5625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,10000000,-23.625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
+12,1000000,-23.421875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,2000000,-23.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,3000000,-23.8125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,4000000,-23.921875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,5000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,6000000,-23.921875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,7000000,-23.875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,8000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,9000000,-23.90625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,10000000,-23.890625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+13,1000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,2000000,-23.578125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,3000000,-23.515625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,4000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,5000000,-23.390625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,6000000,-23.5,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,7000000,-23.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,8000000,-23.5,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,9000000,-23.5625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,10000000,-23.625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
 14,1000000,-18.1875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
 14,2000000,-16.984375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
 14,3000000,-17.203125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
@@ -149,26 +149,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-16.96875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
 14,9000000,-17.203125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
 14,10000000,-17.3125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
-15,1000000,-23.484375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,2000000,-22.921875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,3000000,-23.125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,4000000,-23.1875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,5000000,-22.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,6000000,-23.0625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,7000000,-23.234375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,8000000,-23.1875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,9000000,-23.25,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,10000000,-23.125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-16,1000000,-18.328125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,2000000,-20.53125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,3000000,-19.640625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,4000000,-17.234375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,5000000,-17.359375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,6000000,-17.359375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,7000000,-17.03125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,8000000,-16.4375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,9000000,-14.984375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,10000000,-15.5,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
+15,1000000,-23.484375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,2000000,-22.921875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,3000000,-23.125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,4000000,-23.1875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,5000000,-22.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,6000000,-23.0625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,7000000,-23.234375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,8000000,-23.1875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,9000000,-23.25,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,10000000,-23.125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+16,1000000,-18.328125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,2000000,-20.53125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,3000000,-19.640625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,4000000,-17.234375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,5000000,-17.359375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,6000000,-17.359375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,7000000,-17.03125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,8000000,-16.4375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,9000000,-14.984375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,10000000,-15.5,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
 17,1000000,-22.15625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
 17,2000000,-23.171875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
 17,3000000,-23.34375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
@@ -179,26 +179,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-22.5,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
 17,9000000,-22.484375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
 17,10000000,-22.578125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
-18,1000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,2000000,-23.921875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,3000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,4000000,-23.921875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,5000000,-23.875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,6000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,7000000,-23.859375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,8000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,9000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,10000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-19,1000000,-22.515625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
-19,2000000,-23.9375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
-19,3000000,-23.828125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
-19,4000000,-23.921875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
-19,5000000,-22.578125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
-19,6000000,-22.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
-19,7000000,-23.015625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
-19,8000000,-21.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
-19,9000000,-23.046875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
-19,10000000,-23.6875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,9
+18,1000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+18,2000000,-23.921875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+18,3000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+18,4000000,-23.921875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+18,5000000,-23.875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+18,6000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+18,7000000,-23.859375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+18,8000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+18,9000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+18,10000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,9
+19,1000000,-22.515625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
+19,2000000,-23.9375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
+19,3000000,-23.828125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
+19,4000000,-23.921875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
+19,5000000,-22.578125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
+19,6000000,-22.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
+19,7000000,-23.015625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
+19,8000000,-21.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
+19,9000000,-23.046875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
+19,10000000,-23.6875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
 20,1000000,-21.59375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
 20,2000000,-23.1875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
 20,3000000,-21.125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
@@ -209,76 +209,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-23.953125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
 20,9000000,-23.984375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
 20,10000000,-23.921875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
-21,1000000,-23.21875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-21,2000000,-23.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-21,3000000,-23.40625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-21,4000000,-23.703125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-21,5000000,-23.0625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-21,6000000,-23.640625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-21,7000000,-23.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-21,8000000,-23.984375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-21,9000000,-23.203125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-21,10000000,-23.984375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,9
-22,1000000,-17.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-22,2000000,-18.421875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-22,3000000,-18.28125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-22,4000000,-16.953125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-22,5000000,-16.15625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-22,6000000,-18.4375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-22,7000000,-17.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-22,8000000,-17.359375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-22,9000000,-14.8125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-22,10000000,-14.734375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,9
-23,1000000,-19.359375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-23,2000000,-18.15625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-23,3000000,-14.90625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-23,4000000,-17.5625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-23,5000000,-16.328125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-23,6000000,-17.125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-23,7000000,-16.390625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-23,8000000,-16.109375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-23,9000000,-16.125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-23,10000000,-14.953125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,9
-24,1000000,-23.4375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-24,2000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-24,3000000,-23.421875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-24,4000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-24,5000000,-23.484375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-24,6000000,-23.546875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-24,7000000,-23.5,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-24,8000000,-23.390625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-24,9000000,-23.671875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-24,10000000,-23.484375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,9
-25,1000000,-20.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-25,2000000,-19.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-25,3000000,-20.0625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-25,4000000,-18.71875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-25,5000000,-17.53125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-25,6000000,-18.515625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-25,7000000,-15.953125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-25,8000000,-21.5625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-25,9000000,-23.28125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-25,10000000,-22.65625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,9
-26,1000000,-23.765625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-26,2000000,-23.46875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-26,3000000,-23.75,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-26,4000000,-23.859375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-26,5000000,-23.890625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-26,6000000,-20.421875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-26,7000000,-23.9375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-26,8000000,-21.90625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-26,9000000,-23.859375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-26,10000000,-23.9375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,9
-27,1000000,-22.671875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
-27,2000000,-22.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
-27,3000000,-23.46875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
-27,4000000,-22.421875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
-27,5000000,-23.328125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
-27,6000000,-23.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
-27,7000000,-23.359375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
-27,8000000,-23.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
-27,9000000,-23.109375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
-27,10000000,-20.4375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,9
+21,1000000,-23.21875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+21,2000000,-23.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+21,3000000,-23.40625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+21,4000000,-23.703125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+21,5000000,-23.0625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+21,6000000,-23.640625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+21,7000000,-23.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+21,8000000,-23.984375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+21,9000000,-23.203125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+21,10000000,-23.984375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,9
+22,1000000,-17.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+22,2000000,-18.421875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+22,3000000,-18.28125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+22,4000000,-16.953125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+22,5000000,-16.15625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+22,6000000,-18.4375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+22,7000000,-17.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+22,8000000,-17.359375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+22,9000000,-14.8125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+22,10000000,-14.734375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,9
+23,1000000,-19.359375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+23,2000000,-18.15625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+23,3000000,-14.90625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+23,4000000,-17.5625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+23,5000000,-16.328125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+23,6000000,-17.125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+23,7000000,-16.390625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+23,8000000,-16.109375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+23,9000000,-16.125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+23,10000000,-14.953125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,9
+24,1000000,-23.4375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+24,2000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+24,3000000,-23.421875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+24,4000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+24,5000000,-23.484375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+24,6000000,-23.546875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+24,7000000,-23.5,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+24,8000000,-23.390625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+24,9000000,-23.671875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+24,10000000,-23.484375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,9
+25,1000000,-20.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+25,2000000,-19.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+25,3000000,-20.0625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+25,4000000,-18.71875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+25,5000000,-17.53125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+25,6000000,-18.515625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+25,7000000,-15.953125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+25,8000000,-21.5625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+25,9000000,-23.28125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+25,10000000,-22.65625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,9
+26,1000000,-23.765625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+26,2000000,-23.46875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+26,3000000,-23.75,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+26,4000000,-23.859375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+26,5000000,-23.890625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+26,6000000,-20.421875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+26,7000000,-23.9375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+26,8000000,-21.90625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+26,9000000,-23.859375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+26,10000000,-23.9375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,9
+27,1000000,-22.671875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
+27,2000000,-22.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
+27,3000000,-23.46875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
+27,4000000,-22.421875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
+27,5000000,-23.328125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
+27,6000000,-23.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
+27,7000000,-23.359375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
+27,8000000,-23.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
+27,9000000,-23.109375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
+27,10000000,-20.4375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,9
 28,1000000,-23.34375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
 28,2000000,-22.140625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
 28,3000000,-23.484375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
@@ -289,56 +289,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-21.375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
 28,9000000,-20.59375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
 28,10000000,-21.125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
-29,1000000,-23.5625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-29,2000000,-23.421875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-29,3000000,-23.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-29,4000000,-22.5625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-29,5000000,-22.640625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-29,6000000,-23.375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-29,7000000,-21.359375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-29,8000000,-23.21875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-29,9000000,-22.015625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-29,10000000,-21.265625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,9
-30,1000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-30,2000000,-23.453125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-30,3000000,-23.90625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-30,4000000,-23.53125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-30,5000000,-23.578125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-30,6000000,-23.421875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-30,7000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-30,8000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-30,9000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-30,10000000,-23.265625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,9
-31,1000000,-23.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-31,2000000,-24.0,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-31,3000000,-23.90625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-31,4000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-31,5000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-31,6000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-31,7000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-31,8000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-31,9000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-31,10000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,9
-32,1000000,-23.53125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-32,2000000,-23.03125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-32,3000000,-23.59375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-32,4000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-32,5000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-32,6000000,-23.09375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-32,7000000,-23.296875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-32,8000000,-23.875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-32,9000000,-23.71875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-32,10000000,-21.984375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,9
-33,1000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
-33,2000000,-21.71875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
-33,3000000,-22.65625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
-33,4000000,-22.578125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
-33,5000000,-22.46875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
-33,6000000,-23.984375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
-33,7000000,-23.578125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
-33,8000000,-23.5625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
-33,9000000,-23.0625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
-33,10000000,-23.875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,9
+29,1000000,-23.5625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+29,2000000,-23.421875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+29,3000000,-23.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+29,4000000,-22.5625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+29,5000000,-22.640625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+29,6000000,-23.375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+29,7000000,-21.359375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+29,8000000,-23.21875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+29,9000000,-22.015625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+29,10000000,-21.265625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,9
+30,1000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+30,2000000,-23.453125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+30,3000000,-23.90625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+30,4000000,-23.53125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+30,5000000,-23.578125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+30,6000000,-23.421875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+30,7000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+30,8000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+30,9000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+30,10000000,-23.265625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,9
+31,1000000,-23.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+31,2000000,-24.0,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+31,3000000,-23.90625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+31,4000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+31,5000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+31,6000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+31,7000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+31,8000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+31,9000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+31,10000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,9
+32,1000000,-23.53125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+32,2000000,-23.03125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+32,3000000,-23.59375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+32,4000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+32,5000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+32,6000000,-23.09375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+32,7000000,-23.296875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+32,8000000,-23.875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+32,9000000,-23.71875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+32,10000000,-21.984375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,9
+33,1000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
+33,2000000,-21.71875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
+33,3000000,-22.65625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
+33,4000000,-22.578125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
+33,5000000,-22.46875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
+33,6000000,-23.984375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
+33,7000000,-23.578125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
+33,8000000,-23.5625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
+33,9000000,-23.0625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
+33,10000000,-23.875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,9
 34,1000000,-20.515625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
 34,2000000,-19.0625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
 34,3000000,-17.609375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
@@ -349,96 +349,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-18.359375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
 34,9000000,-16.796875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
 34,10000000,-18.59375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
-35,1000000,-23.453125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-35,2000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-35,3000000,-23.4375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-35,4000000,-23.390625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-35,5000000,-23.640625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-35,6000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-35,7000000,-23.46875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-35,8000000,-23.3125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-35,9000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-35,10000000,-23.34375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,9
-36,1000000,-23.453125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-36,2000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-36,3000000,-23.46875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-36,4000000,-23.8125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-36,5000000,-23.796875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-36,6000000,-23.53125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-36,7000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-36,8000000,-23.34375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-36,9000000,-23.9375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-36,10000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,9
-37,1000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-37,2000000,-23.796875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-37,3000000,-23.796875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-37,4000000,-23.890625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-37,5000000,-23.765625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-37,6000000,-23.84375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-37,7000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-37,8000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-37,9000000,-23.84375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-37,10000000,-23.890625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,9
-38,1000000,-23.859375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-38,2000000,-17.5,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-38,3000000,-17.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-38,4000000,-17.453125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-38,5000000,-17.34375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-38,6000000,-16.8125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-38,7000000,-17.296875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-38,8000000,-16.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-38,9000000,-16.3125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-38,10000000,-16.078125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,9
-39,1000000,-23.875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-39,2000000,-23.8125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-39,3000000,-23.828125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-39,4000000,-23.796875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-39,5000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-39,6000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-39,7000000,-23.875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-39,8000000,-23.796875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-39,9000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-39,10000000,-23.859375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,9
-40,1000000,-19.34375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-40,2000000,-18.234375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-40,3000000,-18.890625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-40,4000000,-18.3125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-40,5000000,-17.34375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-40,6000000,-16.875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-40,7000000,-17.25,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-40,8000000,-17.5625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-40,9000000,-16.8125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-40,10000000,-17.453125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,9
-41,1000000,-23.515625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-41,2000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-41,3000000,-23.671875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-41,4000000,-22.828125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-41,5000000,-21.828125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-41,6000000,-21.375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-41,7000000,-22.90625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-41,8000000,-23.96875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-41,9000000,-23.5,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-41,10000000,-23.421875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,9
-42,1000000,-18.046875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-42,2000000,-17.875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-42,3000000,-17.296875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-42,4000000,-16.328125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-42,5000000,-17.734375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-42,6000000,-17.125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-42,7000000,-16.171875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-42,8000000,-14.015625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-42,9000000,-14.03125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-42,10000000,-14.40625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,9
-43,1000000,-23.921875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
-43,2000000,-22.796875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
-43,3000000,-23.046875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
-43,4000000,-23.796875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
-43,5000000,-23.15625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
-43,6000000,-23.25,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
-43,7000000,-23.78125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
-43,8000000,-23.984375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
-43,9000000,-23.546875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
-43,10000000,-23.84375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,9
+35,1000000,-23.453125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+35,2000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+35,3000000,-23.4375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+35,4000000,-23.390625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+35,5000000,-23.640625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+35,6000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+35,7000000,-23.46875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+35,8000000,-23.3125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+35,9000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+35,10000000,-23.34375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,9
+36,1000000,-23.453125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+36,2000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+36,3000000,-23.46875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+36,4000000,-23.8125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+36,5000000,-23.796875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+36,6000000,-23.53125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+36,7000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+36,8000000,-23.34375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+36,9000000,-23.9375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+36,10000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,9
+37,1000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+37,2000000,-23.796875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+37,3000000,-23.796875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+37,4000000,-23.890625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+37,5000000,-23.765625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+37,6000000,-23.84375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+37,7000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+37,8000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+37,9000000,-23.84375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+37,10000000,-23.890625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,9
+38,1000000,-23.859375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+38,2000000,-17.5,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+38,3000000,-17.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+38,4000000,-17.453125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+38,5000000,-17.34375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+38,6000000,-16.8125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+38,7000000,-17.296875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+38,8000000,-16.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+38,9000000,-16.3125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+38,10000000,-16.078125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,9
+39,1000000,-23.875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+39,2000000,-23.8125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+39,3000000,-23.828125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+39,4000000,-23.796875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+39,5000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+39,6000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+39,7000000,-23.875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+39,8000000,-23.796875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+39,9000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+39,10000000,-23.859375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,9
+40,1000000,-19.34375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+40,2000000,-18.234375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+40,3000000,-18.890625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+40,4000000,-18.3125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+40,5000000,-17.34375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+40,6000000,-16.875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+40,7000000,-17.25,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+40,8000000,-17.5625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+40,9000000,-16.8125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+40,10000000,-17.453125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,9
+41,1000000,-23.515625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+41,2000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+41,3000000,-23.671875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+41,4000000,-22.828125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+41,5000000,-21.828125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+41,6000000,-21.375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+41,7000000,-22.90625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+41,8000000,-23.96875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+41,9000000,-23.5,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+41,10000000,-23.421875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,9
+42,1000000,-18.046875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+42,2000000,-17.875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+42,3000000,-17.296875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+42,4000000,-16.328125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+42,5000000,-17.734375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+42,6000000,-17.125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+42,7000000,-16.171875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+42,8000000,-14.015625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+42,9000000,-14.03125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+42,10000000,-14.40625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,9
+43,1000000,-23.921875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
+43,2000000,-22.796875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
+43,3000000,-23.046875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
+43,4000000,-23.796875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
+43,5000000,-23.15625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
+43,6000000,-23.25,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
+43,7000000,-23.78125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
+43,8000000,-23.984375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
+43,9000000,-23.546875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
+43,10000000,-23.84375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,9
 44,1000000,-20.828125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,9
 44,2000000,-22.109375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,9
 44,3000000,-22.859375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,9
@@ -449,56 +449,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.703125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,9
 44,9000000,-23.75,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,9
 44,10000000,-23.09375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,9
-45,1000000,-22.78125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-45,2000000,-22.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-45,3000000,-22.875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-45,4000000,-22.8125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-45,5000000,-22.921875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-45,6000000,-22.640625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-45,7000000,-22.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-45,8000000,-22.84375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-45,9000000,-22.890625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-45,10000000,-22.859375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,9
-46,1000000,-18.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-46,2000000,-17.40625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-46,3000000,-21.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-46,4000000,-18.328125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-46,5000000,-18.640625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-46,6000000,-19.53125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-46,7000000,-18.421875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-46,8000000,-18.828125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-46,9000000,-17.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-46,10000000,-18.828125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,9
-47,1000000,-23.28125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-47,2000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-47,3000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-47,4000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-47,5000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-47,6000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-47,7000000,-23.21875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-47,8000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-47,9000000,-23.984375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-47,10000000,-22.734375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,9
-48,1000000,-16.40625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-48,2000000,-19.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-48,3000000,-18.53125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-48,4000000,-17.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-48,5000000,-17.796875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-48,6000000,-17.96875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-48,7000000,-18.0,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-48,8000000,-17.0,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-48,9000000,-19.015625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-48,10000000,-18.359375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,9
-49,1000000,-23.515625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
-49,2000000,-23.546875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
-49,3000000,-23.53125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
-49,4000000,-23.625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
-49,5000000,-23.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
-49,6000000,-23.40625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
-49,7000000,-23.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
-49,8000000,-23.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
-49,9000000,-23.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
-49,10000000,-23.5,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,9
+45,1000000,-22.78125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+45,2000000,-22.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+45,3000000,-22.875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+45,4000000,-22.8125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+45,5000000,-22.921875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+45,6000000,-22.640625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+45,7000000,-22.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+45,8000000,-22.84375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+45,9000000,-22.890625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+45,10000000,-22.859375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,9
+46,1000000,-18.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,2000000,-17.40625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,3000000,-21.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,4000000,-18.328125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,5000000,-18.640625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,6000000,-19.53125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,7000000,-18.421875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,8000000,-18.828125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,9000000,-17.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,10000000,-18.828125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+47,1000000,-23.28125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,2000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,3000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,4000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,5000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,6000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,7000000,-23.21875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,8000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,9000000,-23.984375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,10000000,-22.734375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+48,1000000,-16.40625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,2000000,-19.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,3000000,-18.53125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,4000000,-17.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,5000000,-17.796875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,6000000,-17.96875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,7000000,-18.0,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,8000000,-17.0,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,9000000,-19.015625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,10000000,-18.359375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+49,1000000,-23.515625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,2000000,-23.546875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,3000000,-23.53125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,4000000,-23.625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,5000000,-23.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,6000000,-23.40625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,7000000,-23.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,8000000,-23.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,9000000,-23.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,10000000,-23.5,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
 50,1000000,-23.78125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
 50,2000000,-22.9375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
 50,3000000,-22.625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
@@ -509,26 +509,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-23.171875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
 50,9000000,-22.90625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
 50,10000000,-23.546875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
-51,1000000,-23.390625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,2000000,-23.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,3000000,-23.46875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,4000000,-23.484375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,5000000,-23.359375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,6000000,-23.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,7000000,-23.375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,8000000,-23.3125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,9000000,-23.046875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,10000000,-23.296875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-52,1000000,-17.3125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,2000000,-17.390625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,3000000,-17.09375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,4000000,-15.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,5000000,-14.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,6000000,-14.890625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,7000000,-14.28125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,8000000,-11.96875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,9000000,-11.671875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,10000000,-8.796875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
+51,1000000,-23.390625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,2000000,-23.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,3000000,-23.46875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,4000000,-23.484375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,5000000,-23.359375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,6000000,-23.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,7000000,-23.375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,8000000,-23.3125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,9000000,-23.046875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,10000000,-23.296875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+52,1000000,-17.3125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,2000000,-17.390625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,3000000,-17.09375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,4000000,-15.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,5000000,-14.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,6000000,-14.890625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,7000000,-14.28125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,8000000,-11.96875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,9000000,-11.671875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,10000000,-8.796875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
 53,1000000,-23.5,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,9
 53,2000000,-23.28125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,9
 53,3000000,-23.390625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,9
@@ -549,16 +549,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-14.765625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,9
 54,9000000,-16.65625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,9
 54,10000000,-17.6875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,9
-55,1000000,-18.265625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,2000000,-14.9375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,3000000,-19.125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,4000000,-17.8125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,5000000,-19.203125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,6000000,-18.53125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,7000000,-18.625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,8000000,-19.28125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,9000000,-16.453125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,10000000,-17.40625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
+55,1000000,-18.265625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,2000000,-14.9375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,3000000,-19.125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,4000000,-17.8125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,5000000,-19.203125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,6000000,-18.53125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,7000000,-18.625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,8000000,-19.28125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,9000000,-16.453125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,10000000,-17.40625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
 56,1000000,-22.8125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
 56,2000000,-23.71875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
 56,3000000,-23.140625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
@@ -569,16 +569,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-23.390625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
 56,9000000,-24.0,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
 56,10000000,-22.890625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
-57,1000000,-23.3125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,2000000,-23.375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,3000000,-23.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,4000000,-23.828125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,5000000,-23.890625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,6000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,7000000,-23.828125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,8000000,-23.59375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,9000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,10000000,-23.515625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
+57,1000000,-23.3125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,2000000,-23.375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,3000000,-23.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,4000000,-23.828125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,5000000,-23.890625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,6000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,7000000,-23.828125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,8000000,-23.59375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,9000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,10000000,-23.515625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
 58,1000000,-19.390625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
 58,2000000,-22.203125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
 58,3000000,-20.125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
@@ -589,26 +589,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-18.4375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
 58,9000000,-18.109375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
 58,10000000,-15.046875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
-59,1000000,-23.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,2000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,3000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,4000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,5000000,-23.390625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,6000000,-23.546875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,7000000,-23.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,8000000,-23.546875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,9000000,-23.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,10000000,-23.546875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-60,1000000,-22.5625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,2000000,-22.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,3000000,-23.28125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,4000000,-21.28125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,5000000,-23.0625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,6000000,-23.546875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,7000000,-23.90625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,8000000,-23.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,9000000,-23.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,10000000,-23.640625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
+59,1000000,-23.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,2000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,3000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,4000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,5000000,-23.390625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,6000000,-23.546875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,7000000,-23.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,8000000,-23.546875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,9000000,-23.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,10000000,-23.546875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+60,1000000,-22.5625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,2000000,-22.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,3000000,-23.28125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,4000000,-21.28125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,5000000,-23.0625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,6000000,-23.546875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,7000000,-23.90625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,8000000,-23.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,9000000,-23.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,10000000,-23.640625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
 61,1000000,-20.765625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
 61,2000000,-17.125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
 61,3000000,-18.296875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
@@ -619,16 +619,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-14.671875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
 61,9000000,-15.0,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
 61,10000000,-14.875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
-62,1000000,-23.46875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,2000000,-23.671875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,3000000,-23.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,4000000,-23.578125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,5000000,-23.640625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,6000000,-23.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,7000000,-23.640625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,8000000,-23.4375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,9000000,-23.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,10000000,-23.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
+62,1000000,-23.46875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,2000000,-23.671875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,3000000,-23.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,4000000,-23.578125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,5000000,-23.640625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,6000000,-23.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,7000000,-23.640625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,8000000,-23.4375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,9000000,-23.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,10000000,-23.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
 63,1000000,-23.328125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
 63,2000000,-23.859375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
 63,3000000,-23.953125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
@@ -639,16 +639,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.203125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
 63,9000000,-23.484375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
 63,10000000,-23.921875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
-64,1000000,-18.890625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,2000000,-19.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,3000000,-15.328125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,4000000,-17.84375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,5000000,-16.328125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,6000000,-15.84375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,7000000,-15.015625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,8000000,-12.265625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,9000000,-16.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,10000000,-12.21875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
+64,1000000,-18.890625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,2000000,-19.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,3000000,-15.328125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,4000000,-17.84375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,5000000,-16.328125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,6000000,-15.84375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,7000000,-15.015625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,8000000,-12.265625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,9000000,-16.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,10000000,-12.21875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
 65,1000000,-18.453125,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,9
 65,2000000,-19.765625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,9
 65,3000000,-18.1875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,9
@@ -669,16 +669,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-20.15625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,9
 66,9000000,-23.015625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,9
 66,10000000,-17.765625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,9
-67,1000000,-23.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,2000000,-23.953125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,3000000,-23.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,4000000,-23.359375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,5000000,-23.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,6000000,-21.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,7000000,-21.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,8000000,-22.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,9000000,-22.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,10000000,-22.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
+67,1000000,-23.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,2000000,-23.953125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,3000000,-23.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,4000000,-23.359375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,5000000,-23.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,6000000,-21.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,7000000,-21.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,8000000,-22.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,9000000,-22.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,10000000,-22.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
 68,1000000,-23.59375,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,9
 68,2000000,-23.359375,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,9
 68,3000000,-22.75,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,9
@@ -709,46 +709,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-23.375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,9
 70,9000000,-22.65625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,9
 70,10000000,-23.90625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,9
-71,1000000,-19.0625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,2000000,-19.421875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,3000000,-20.484375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,4000000,-18.703125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,5000000,-19.265625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,6000000,-18.15625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,7000000,-18.34375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,8000000,-17.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,9000000,-16.625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,10000000,-17.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-72,1000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-72,2000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-72,3000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-72,4000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-72,5000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-72,6000000,-23.984375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-72,7000000,-23.359375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-72,8000000,-23.5625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-72,9000000,-23.25,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-72,10000000,-23.546875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,9
-73,1000000,-23.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-73,2000000,-23.9375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-73,3000000,-23.90625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-73,4000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-73,5000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-73,6000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-73,7000000,-23.203125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-73,8000000,-23.84375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-73,9000000,-23.84375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-73,10000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,9
-74,1000000,-19.640625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
-74,2000000,-22.59375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
-74,3000000,-23.65625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
-74,4000000,-20.875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
-74,5000000,-23.671875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
-74,6000000,-22.46875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
-74,7000000,-22.390625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
-74,8000000,-21.203125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
-74,9000000,-23.75,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
-74,10000000,-21.28125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,9
+71,1000000,-19.0625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+71,2000000,-19.421875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+71,3000000,-20.484375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+71,4000000,-18.703125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+71,5000000,-19.265625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+71,6000000,-18.15625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+71,7000000,-18.34375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+71,8000000,-17.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+71,9000000,-16.625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+71,10000000,-17.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,9
+72,1000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+72,2000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+72,3000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+72,4000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+72,5000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+72,6000000,-23.984375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+72,7000000,-23.359375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+72,8000000,-23.5625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+72,9000000,-23.25,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+72,10000000,-23.546875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,9
+73,1000000,-23.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+73,2000000,-23.9375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+73,3000000,-23.90625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+73,4000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+73,5000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+73,6000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+73,7000000,-23.203125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+73,8000000,-23.84375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+73,9000000,-23.84375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+73,10000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,9
+74,1000000,-19.640625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
+74,2000000,-22.59375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
+74,3000000,-23.65625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
+74,4000000,-20.875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
+74,5000000,-23.671875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
+74,6000000,-22.46875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
+74,7000000,-22.390625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
+74,8000000,-21.203125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
+74,9000000,-23.75,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
+74,10000000,-21.28125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,9
 75,1000000,-23.90625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,9
 75,2000000,-23.984375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,9
 75,3000000,-23.203125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,9
@@ -769,56 +769,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-21.109375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,9
 76,9000000,-19.8125,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,9
 76,10000000,-20.65625,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,9
-77,1000000,-23.515625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-77,2000000,-23.109375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-77,3000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-77,4000000,-23.46875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-77,5000000,-23.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-77,6000000,-23.5625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-77,7000000,-23.453125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-77,8000000,-23.984375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-77,9000000,-23.28125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-77,10000000,-23.21875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,9
-78,1000000,-20.90625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-78,2000000,-18.171875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-78,3000000,-18.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-78,4000000,-19.1875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-78,5000000,-17.375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-78,6000000,-18.71875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-78,7000000,-18.046875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-78,8000000,-16.4375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-78,9000000,-17.140625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-78,10000000,-15.265625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,9
-79,1000000,-18.75,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-79,2000000,-19.09375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-79,3000000,-17.140625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-79,4000000,-16.84375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-79,5000000,-15.90625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-79,6000000,-17.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-79,7000000,-17.453125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-79,8000000,-16.921875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-79,9000000,-17.140625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-79,10000000,-16.78125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,9
-80,1000000,-20.984375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-80,2000000,-22.984375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-80,3000000,-21.578125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-80,4000000,-21.75,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-80,5000000,-22.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-80,6000000,-23.546875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-80,7000000,-22.5625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-80,8000000,-23.484375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-80,9000000,-21.90625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-80,10000000,-23.828125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,9
-81,1000000,-20.859375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
-81,2000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
-81,3000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
-81,4000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
-81,5000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
-81,6000000,-23.40625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
-81,7000000,-23.546875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
-81,8000000,-23.546875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
-81,9000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
-81,10000000,-23.359375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,9
+77,1000000,-23.515625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,2000000,-23.109375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,3000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,4000000,-23.46875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,5000000,-23.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,6000000,-23.5625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,7000000,-23.453125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,8000000,-23.984375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,9000000,-23.28125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,10000000,-23.21875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+78,1000000,-20.90625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,2000000,-18.171875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,3000000,-18.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,4000000,-19.1875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,5000000,-17.375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,6000000,-18.71875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,7000000,-18.046875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,8000000,-16.4375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,9000000,-17.140625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,10000000,-15.265625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+79,1000000,-18.75,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,2000000,-19.09375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,3000000,-17.140625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,4000000,-16.84375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,5000000,-15.90625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,6000000,-17.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,7000000,-17.453125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,8000000,-16.921875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,9000000,-17.140625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,10000000,-16.78125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+80,1000000,-20.984375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,2000000,-22.984375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,3000000,-21.578125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,4000000,-21.75,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,5000000,-22.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,6000000,-23.546875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,7000000,-22.5625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,8000000,-23.484375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,9000000,-21.90625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,10000000,-23.828125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+81,1000000,-20.859375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,2000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,3000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,4000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,5000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,6000000,-23.40625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,7000000,-23.546875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,8000000,-23.546875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,9000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,10000000,-23.359375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
 82,1000000,-19.015625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
 82,2000000,-17.296875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
 82,3000000,-16.640625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
@@ -829,46 +829,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-14.75,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
 82,9000000,-13.1875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
 82,10000000,-8.96875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
-83,1000000,-23.21875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,2000000,-23.40625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,3000000,-23.484375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,4000000,-23.40625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,5000000,-23.515625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,6000000,-23.515625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,7000000,-23.375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,8000000,-23.28125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,9000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,10000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-84,1000000,-19.09375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,2000000,-20.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,3000000,-22.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,4000000,-19.03125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,5000000,-16.8125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,6000000,-15.25,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,7000000,-12.875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,8000000,-13.3125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,9000000,-14.0625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,10000000,-15.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-85,1000000,-23.703125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,2000000,-23.515625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,3000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,4000000,-22.859375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,5000000,-23.90625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,6000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,7000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,8000000,-23.796875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,9000000,-22.90625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,10000000,-23.28125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-86,1000000,-17.984375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,2000000,-15.734375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,3000000,-18.0625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,4000000,-17.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,5000000,-14.125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,6000000,-17.671875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,7000000,-17.875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,8000000,-17.546875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,9000000,-14.59375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,10000000,-17.25,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
+83,1000000,-23.21875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,2000000,-23.40625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,3000000,-23.484375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,4000000,-23.40625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,5000000,-23.515625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,6000000,-23.515625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,7000000,-23.375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,8000000,-23.28125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,9000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,10000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+84,1000000,-19.09375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,2000000,-20.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,3000000,-22.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,4000000,-19.03125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,5000000,-16.8125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,6000000,-15.25,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,7000000,-12.875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,8000000,-13.3125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,9000000,-14.0625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,10000000,-15.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+85,1000000,-23.703125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,2000000,-23.515625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,3000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,4000000,-22.859375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,5000000,-23.90625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,6000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,7000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,8000000,-23.796875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,9000000,-22.90625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,10000000,-23.28125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+86,1000000,-17.984375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,2000000,-15.734375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,3000000,-18.0625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,4000000,-17.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,5000000,-14.125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,6000000,-17.671875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,7000000,-17.875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,8000000,-17.546875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,9000000,-14.59375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,10000000,-17.25,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
 87,1000000,-23.453125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
 87,2000000,-23.90625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
 87,3000000,-23.375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
@@ -879,16 +879,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-21.984375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
 87,9000000,-21.34375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
 87,10000000,-23.21875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
-88,1000000,-23.890625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,2000000,-23.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,3000000,-23.609375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,4000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,5000000,-23.453125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,6000000,-23.125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,7000000,-23.359375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,8000000,-23.609375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,9000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,10000000,-23.515625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
+88,1000000,-23.890625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,2000000,-23.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,3000000,-23.609375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,4000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,5000000,-23.453125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,6000000,-23.125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,7000000,-23.359375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,8000000,-23.609375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,9000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,10000000,-23.515625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
 89,1000000,-19.78125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
 89,2000000,-19.15625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
 89,3000000,-18.546875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
@@ -899,36 +899,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-23.328125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
 89,9000000,-21.640625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
 89,10000000,-23.328125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
-90,1000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-90,2000000,-23.078125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-90,3000000,-23.0,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-90,4000000,-22.984375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-90,5000000,-23.046875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-90,6000000,-23.15625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-90,7000000,-22.546875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-90,8000000,-23.046875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-90,9000000,-22.75,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-90,10000000,-22.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,9
-91,1000000,-19.671875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-91,2000000,-17.390625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-91,3000000,-16.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-91,4000000,-17.625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-91,5000000,-18.125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-91,6000000,-18.40625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-91,7000000,-17.625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-91,8000000,-18.0625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-91,9000000,-16.421875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-91,10000000,-17.765625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,9
-92,1000000,-22.15625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
-92,2000000,-23.0,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
-92,3000000,-23.53125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
-92,4000000,-23.671875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
-92,5000000,-23.828125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
-92,6000000,-23.515625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
-92,7000000,-23.375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
-92,8000000,-23.40625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
-92,9000000,-23.53125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
-92,10000000,-23.921875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,9
+90,1000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+90,2000000,-23.078125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+90,3000000,-23.0,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+90,4000000,-22.984375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+90,5000000,-23.046875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+90,6000000,-23.15625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+90,7000000,-22.546875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+90,8000000,-23.046875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+90,9000000,-22.75,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+90,10000000,-22.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,9
+91,1000000,-19.671875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+91,2000000,-17.390625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+91,3000000,-16.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+91,4000000,-17.625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+91,5000000,-18.125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+91,6000000,-18.40625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+91,7000000,-17.625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+91,8000000,-18.0625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+91,9000000,-16.421875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+91,10000000,-17.765625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,9
+92,1000000,-22.15625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
+92,2000000,-23.0,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
+92,3000000,-23.53125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
+92,4000000,-23.671875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
+92,5000000,-23.828125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
+92,6000000,-23.515625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
+92,7000000,-23.375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
+92,8000000,-23.40625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
+92,9000000,-23.53125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
+92,10000000,-23.921875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
 93,1000000,-23.34375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
 93,2000000,-21.703125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
 93,3000000,-22.828125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
@@ -939,36 +939,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-23.90625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
 93,9000000,-21.765625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
 93,10000000,-21.796875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
-94,1000000,-23.078125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-94,2000000,-23.4375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-94,3000000,-23.953125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-94,4000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-94,5000000,-23.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-94,6000000,-23.921875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-94,7000000,-23.484375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-94,8000000,-23.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-94,9000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-94,10000000,-23.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
-95,1000000,-21.203125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-95,2000000,-19.09375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-95,3000000,-18.625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-95,4000000,-18.578125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-95,5000000,-17.234375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-95,6000000,-18.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-95,7000000,-18.15625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-95,8000000,-17.078125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-95,9000000,-18.234375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-95,10000000,-16.828125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,9
-96,1000000,-23.09375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
-96,2000000,-22.78125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
-96,3000000,-19.453125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
-96,4000000,-22.421875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
-96,5000000,-23.34375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
-96,6000000,-21.96875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
-96,7000000,-22.046875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
-96,8000000,-23.046875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
-96,9000000,-23.734375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
-96,10000000,-23.578125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,9
+94,1000000,-23.078125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+94,2000000,-23.4375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+94,3000000,-23.953125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+94,4000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+94,5000000,-23.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+94,6000000,-23.921875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+94,7000000,-23.484375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+94,8000000,-23.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+94,9000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+94,10000000,-23.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,9
+95,1000000,-21.203125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+95,2000000,-19.09375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+95,3000000,-18.625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+95,4000000,-18.578125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+95,5000000,-17.234375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+95,6000000,-18.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+95,7000000,-18.15625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+95,8000000,-17.078125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+95,9000000,-18.234375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+95,10000000,-16.828125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,9
+96,1000000,-23.09375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,2000000,-22.78125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,3000000,-19.453125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,4000000,-22.421875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,5000000,-23.34375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,6000000,-21.96875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,7000000,-22.046875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,8000000,-23.046875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,9000000,-23.734375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,10000000,-23.578125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
 97,1000000,-23.828125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,9
 97,2000000,-23.9375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,9
 97,3000000,-23.359375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,9
@@ -989,36 +989,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-23.484375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,9
 98,9000000,-23.46875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,9
 98,10000000,-23.4375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,9
-99,1000000,-20.125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,2000000,-18.765625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,3000000,-19.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,4000000,-16.859375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,5000000,-16.0,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,6000000,-14.109375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,7000000,-14.15625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,8000000,-15.265625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,9000000,-18.15625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,10000000,-15.671875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-100,1000000,-23.796875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,2000000,-23.828125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,3000000,-23.671875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,4000000,-23.796875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,5000000,-23.734375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,6000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,7000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,8000000,-23.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,9000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,10000000,-23.78125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-101,1000000,-16.921875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,2000000,-17.515625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,3000000,-20.03125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,4000000,-16.0625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,5000000,-16.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,6000000,-16.828125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,7000000,-17.03125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,8000000,-17.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,9000000,-17.453125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,10000000,-15.765625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
+99,1000000,-20.125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,2000000,-18.765625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,3000000,-19.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,4000000,-16.859375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,5000000,-16.0,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,6000000,-14.109375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,7000000,-14.15625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,8000000,-15.265625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,9000000,-18.15625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,10000000,-15.671875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+100,1000000,-23.796875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,2000000,-23.828125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,3000000,-23.671875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,4000000,-23.796875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,5000000,-23.734375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,6000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,7000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,8000000,-23.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,9000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,10000000,-23.78125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+101,1000000,-16.921875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,2000000,-17.515625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,3000000,-20.03125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,4000000,-16.0625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,5000000,-16.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,6000000,-16.828125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,7000000,-17.03125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,8000000,-17.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,9000000,-17.453125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,10000000,-15.765625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
 102,1000000,-18.3125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,9
 102,2000000,-16.71875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,9
 102,3000000,-17.3125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,9
@@ -1049,56 +1049,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-22.765625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,9
 104,9000000,-20.96875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,9
 104,10000000,-23.734375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,9
-105,1000000,-23.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,2000000,-23.40625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,3000000,-23.625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,4000000,-23.890625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,5000000,-23.921875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,6000000,-23.921875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,7000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,8000000,-23.640625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,9000000,-23.421875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,10000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-106,1000000,-23.265625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-106,2000000,-23.390625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-106,3000000,-23.5,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-106,4000000,-23.5,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-106,5000000,-23.484375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-106,6000000,-23.328125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-106,7000000,-23.5,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-106,8000000,-23.609375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-106,9000000,-23.453125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-106,10000000,-23.53125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
-107,1000000,-19.078125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-107,2000000,-20.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-107,3000000,-18.71875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-107,4000000,-19.28125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-107,5000000,-18.734375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-107,6000000,-18.65625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-107,7000000,-19.640625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-107,8000000,-18.640625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-107,9000000,-18.921875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-107,10000000,-18.078125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,9
-108,1000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-108,2000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-108,3000000,-23.921875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-108,4000000,-23.859375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-108,5000000,-23.5625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-108,6000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-108,7000000,-23.359375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-108,8000000,-23.171875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-108,9000000,-23.234375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-108,10000000,-23.171875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,9
-109,1000000,-22.640625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
-109,2000000,-22.921875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
-109,3000000,-23.65625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
-109,4000000,-23.40625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
-109,5000000,-23.96875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
-109,6000000,-23.9375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
-109,7000000,-23.3125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
-109,8000000,-23.375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
-109,9000000,-23.484375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
-109,10000000,-23.453125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,9
+105,1000000,-23.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+105,2000000,-23.40625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+105,3000000,-23.625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+105,4000000,-23.890625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+105,5000000,-23.921875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+105,6000000,-23.921875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+105,7000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+105,8000000,-23.640625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+105,9000000,-23.421875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+105,10000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,9
+106,1000000,-23.265625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+106,2000000,-23.390625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+106,3000000,-23.5,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+106,4000000,-23.5,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+106,5000000,-23.484375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+106,6000000,-23.328125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+106,7000000,-23.5,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+106,8000000,-23.609375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+106,9000000,-23.453125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+106,10000000,-23.53125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,9
+107,1000000,-19.078125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+107,2000000,-20.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+107,3000000,-18.71875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+107,4000000,-19.28125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+107,5000000,-18.734375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+107,6000000,-18.65625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+107,7000000,-19.640625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+107,8000000,-18.640625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+107,9000000,-18.921875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+107,10000000,-18.078125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,9
+108,1000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+108,2000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+108,3000000,-23.921875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+108,4000000,-23.859375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+108,5000000,-23.5625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+108,6000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+108,7000000,-23.359375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+108,8000000,-23.171875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+108,9000000,-23.234375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+108,10000000,-23.171875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,9
+109,1000000,-22.640625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
+109,2000000,-22.921875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
+109,3000000,-23.65625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
+109,4000000,-23.40625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
+109,5000000,-23.96875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
+109,6000000,-23.9375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
+109,7000000,-23.3125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
+109,8000000,-23.375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
+109,9000000,-23.484375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
+109,10000000,-23.453125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,9
 110,1000000,-22.875,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,9
 110,2000000,-23.96875,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,9
 110,3000000,-23.90625,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,9
@@ -1119,36 +1119,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.546875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,9
 111,9000000,-23.5,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,9
 111,10000000,-23.453125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,9
-112,1000000,-16.40625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-112,2000000,-19.25,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-112,3000000,-19.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-112,4000000,-20.84375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-112,5000000,-23.0,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-112,6000000,-22.375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-112,7000000,-21.96875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-112,8000000,-23.9375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-112,9000000,-23.84375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-112,10000000,-22.609375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
-113,1000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-113,2000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-113,3000000,-23.875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-113,4000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-113,5000000,-23.96875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-113,6000000,-23.890625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-113,7000000,-23.90625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-113,8000000,-23.859375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-113,9000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-113,10000000,-23.828125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,9
-114,1000000,-23.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
-114,2000000,-23.46875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
-114,3000000,-23.015625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
-114,4000000,-22.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
-114,5000000,-22.609375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
-114,6000000,-22.859375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
-114,7000000,-22.6875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
-114,8000000,-21.9375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
-114,9000000,-22.375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
-114,10000000,-23.453125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,9
+112,1000000,-16.40625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+112,2000000,-19.25,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+112,3000000,-19.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+112,4000000,-20.84375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+112,5000000,-23.0,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+112,6000000,-22.375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+112,7000000,-21.96875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+112,8000000,-23.9375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+112,9000000,-23.84375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+112,10000000,-22.609375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,9
+113,1000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+113,2000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+113,3000000,-23.875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+113,4000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+113,5000000,-23.96875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+113,6000000,-23.890625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+113,7000000,-23.90625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+113,8000000,-23.859375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+113,9000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+113,10000000,-23.828125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,9
+114,1000000,-23.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
+114,2000000,-23.46875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
+114,3000000,-23.015625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
+114,4000000,-22.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
+114,5000000,-22.609375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
+114,6000000,-22.859375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
+114,7000000,-22.6875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
+114,8000000,-21.9375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
+114,9000000,-22.375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
+114,10000000,-23.453125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,9
 115,1000000,-22.875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
 115,2000000,-23.375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
 115,3000000,-23.390625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
@@ -1159,26 +1159,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-23.5625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
 115,9000000,-23.203125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
 115,10000000,-22.8125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
-116,1000000,-23.4375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-116,2000000,-23.5625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-116,3000000,-23.546875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-116,4000000,-23.5,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-116,5000000,-23.578125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-116,6000000,-23.5,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-116,7000000,-23.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-116,8000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-116,9000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-116,10000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,9
-117,1000000,-23.546875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
-117,2000000,-23.328125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
-117,3000000,-23.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
-117,4000000,-23.546875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
-117,5000000,-23.953125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
-117,6000000,-23.96875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
-117,7000000,-23.28125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
-117,8000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
-117,9000000,-23.59375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
-117,10000000,-23.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,9
+116,1000000,-23.4375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+116,2000000,-23.5625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+116,3000000,-23.546875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+116,4000000,-23.5,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+116,5000000,-23.578125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+116,6000000,-23.5,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+116,7000000,-23.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+116,8000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+116,9000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+116,10000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,9
+117,1000000,-23.546875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
+117,2000000,-23.328125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
+117,3000000,-23.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
+117,4000000,-23.546875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
+117,5000000,-23.953125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
+117,6000000,-23.96875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
+117,7000000,-23.28125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
+117,8000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
+117,9000000,-23.59375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
+117,10000000,-23.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
 118,1000000,-21.296875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
 118,2000000,-18.921875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
 118,3000000,-19.15625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
@@ -1189,56 +1189,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-20.328125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
 118,9000000,-20.359375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
 118,10000000,-19.125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
-119,1000000,-22.515625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-119,2000000,-23.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-119,3000000,-23.515625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-119,4000000,-21.125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-119,5000000,-23.953125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-119,6000000,-23.203125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-119,7000000,-23.6875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-119,8000000,-22.390625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-119,9000000,-23.390625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-119,10000000,-23.328125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,9
-120,1000000,-23.96875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-120,2000000,-20.875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-120,3000000,-21.546875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-120,4000000,-22.078125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-120,5000000,-21.40625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-120,6000000,-21.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-120,7000000,-23.296875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-120,8000000,-23.15625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-120,9000000,-21.734375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-120,10000000,-23.328125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,9
-121,1000000,-23.890625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-121,2000000,-23.90625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-121,3000000,-23.734375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-121,4000000,-22.984375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-121,5000000,-23.6875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-121,6000000,-23.140625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-121,7000000,-23.734375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-121,8000000,-23.796875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-121,9000000,-23.5,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-121,10000000,-23.421875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,9
-122,1000000,-23.46875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-122,2000000,-23.5,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-122,3000000,-23.375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-122,4000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-122,5000000,-23.5625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-122,6000000,-23.5,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-122,7000000,-23.375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-122,8000000,-23.71875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-122,9000000,-23.625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-122,10000000,-23.453125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,9
-123,1000000,-18.34375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
-123,2000000,-18.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
-123,3000000,-18.09375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
-123,4000000,-18.703125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
-123,5000000,-18.359375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
-123,6000000,-18.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
-123,7000000,-18.734375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
-123,8000000,-18.171875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
-123,9000000,-18.9375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
-123,10000000,-18.515625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,9
+119,1000000,-22.515625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+119,2000000,-23.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+119,3000000,-23.515625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+119,4000000,-21.125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+119,5000000,-23.953125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+119,6000000,-23.203125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+119,7000000,-23.6875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+119,8000000,-22.390625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+119,9000000,-23.390625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+119,10000000,-23.328125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,9
+120,1000000,-23.96875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+120,2000000,-20.875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+120,3000000,-21.546875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+120,4000000,-22.078125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+120,5000000,-21.40625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+120,6000000,-21.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+120,7000000,-23.296875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+120,8000000,-23.15625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+120,9000000,-21.734375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+120,10000000,-23.328125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,9
+121,1000000,-23.890625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+121,2000000,-23.90625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+121,3000000,-23.734375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+121,4000000,-22.984375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+121,5000000,-23.6875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+121,6000000,-23.140625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+121,7000000,-23.734375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+121,8000000,-23.796875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+121,9000000,-23.5,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+121,10000000,-23.421875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,9
+122,1000000,-23.46875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+122,2000000,-23.5,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+122,3000000,-23.375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+122,4000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+122,5000000,-23.5625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+122,6000000,-23.5,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+122,7000000,-23.375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+122,8000000,-23.71875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+122,9000000,-23.625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+122,10000000,-23.453125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,9
+123,1000000,-18.34375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
+123,2000000,-18.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
+123,3000000,-18.09375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
+123,4000000,-18.703125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
+123,5000000,-18.359375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
+123,6000000,-18.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
+123,7000000,-18.734375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
+123,8000000,-18.171875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
+123,9000000,-18.9375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
+123,10000000,-18.515625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,9
 124,1000000,-17.8125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
 124,2000000,-19.0,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
 124,3000000,-18.734375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
@@ -1249,136 +1249,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-16.5,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
 124,9000000,-19.890625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
 124,10000000,-19.90625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
-125,1000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-125,2000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-125,3000000,-23.9375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-125,4000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-125,5000000,-23.90625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-125,6000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-125,7000000,-23.921875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-125,8000000,-23.9375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-125,9000000,-23.90625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-125,10000000,-23.875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,9
-126,1000000,-23.0625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-126,2000000,-23.875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-126,3000000,-23.8125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-126,4000000,-23.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-126,5000000,-23.921875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-126,6000000,-23.859375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-126,7000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-126,8000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-126,9000000,-23.84375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-126,10000000,-23.921875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,9
-127,1000000,-22.6875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-127,2000000,-22.046875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-127,3000000,-22.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-127,4000000,-22.28125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-127,5000000,-23.8125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-127,6000000,-23.609375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-127,7000000,-22.890625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-127,8000000,-23.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-127,9000000,-23.5,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-127,10000000,-23.4375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,9
-128,1000000,-23.84375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-128,2000000,-23.9375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-128,3000000,-23.328125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-128,4000000,-23.28125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-128,5000000,-23.484375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-128,6000000,-21.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-128,7000000,-23.109375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-128,8000000,-23.25,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-128,9000000,-23.9375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-128,10000000,-23.5,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,9
-129,1000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-129,2000000,-23.421875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-129,3000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-129,4000000,-23.0,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-129,5000000,-22.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-129,6000000,-22.921875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-129,7000000,-22.6875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-129,8000000,-23.125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-129,9000000,-23.25,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-129,10000000,-23.421875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,9
-130,1000000,-21.3125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-130,2000000,-19.4375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-130,3000000,-21.5625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-130,4000000,-23.390625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-130,5000000,-22.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-130,6000000,-23.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-130,7000000,-20.328125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-130,8000000,-22.875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-130,9000000,-23.515625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-130,10000000,-23.796875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,9
-131,1000000,-22.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-131,2000000,-23.9375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-131,3000000,-23.3125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-131,4000000,-22.78125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-131,5000000,-23.828125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-131,6000000,-23.734375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-131,7000000,-23.703125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-131,8000000,-22.359375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-131,9000000,-22.203125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-131,10000000,-23.625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,9
-132,1000000,-23.546875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-132,2000000,-23.5625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-132,3000000,-23.40625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-132,4000000,-23.65625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-132,5000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-132,6000000,-23.390625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-132,7000000,-23.625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-132,8000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-132,9000000,-23.421875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-132,10000000,-23.4375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,9
-133,1000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-133,2000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-133,3000000,-23.875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-133,4000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-133,5000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-133,6000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-133,7000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-133,8000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-133,9000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-133,10000000,-23.890625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,9
-134,1000000,-22.421875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-134,2000000,-22.609375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-134,3000000,-23.875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-134,4000000,-21.734375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-134,5000000,-23.296875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-134,6000000,-23.25,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-134,7000000,-23.625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-134,8000000,-23.84375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-134,9000000,-23.8125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-134,10000000,-23.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,9
-135,1000000,-23.859375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-135,2000000,-23.875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-135,3000000,-23.859375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-135,4000000,-23.859375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-135,5000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-135,6000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-135,7000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-135,8000000,-23.875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-135,9000000,-23.90625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-135,10000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,9
-136,1000000,-23.96875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-136,2000000,-23.859375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-136,3000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-136,4000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-136,5000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-136,6000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-136,7000000,-23.796875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-136,8000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-136,9000000,-23.671875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-136,10000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,9
-137,1000000,-23.5,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
-137,2000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
-137,3000000,-23.5625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
-137,4000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
-137,5000000,-23.484375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
-137,6000000,-23.484375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
-137,7000000,-23.453125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
-137,8000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
-137,9000000,-23.390625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
-137,10000000,-23.46875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,9
+125,1000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+125,2000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+125,3000000,-23.9375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+125,4000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+125,5000000,-23.90625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+125,6000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+125,7000000,-23.921875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+125,8000000,-23.9375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+125,9000000,-23.90625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+125,10000000,-23.875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,9
+126,1000000,-23.0625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+126,2000000,-23.875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+126,3000000,-23.8125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+126,4000000,-23.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+126,5000000,-23.921875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+126,6000000,-23.859375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+126,7000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+126,8000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+126,9000000,-23.84375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+126,10000000,-23.921875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,9
+127,1000000,-22.6875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+127,2000000,-22.046875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+127,3000000,-22.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+127,4000000,-22.28125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+127,5000000,-23.8125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+127,6000000,-23.609375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+127,7000000,-22.890625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+127,8000000,-23.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+127,9000000,-23.5,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+127,10000000,-23.4375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,9
+128,1000000,-23.84375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+128,2000000,-23.9375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+128,3000000,-23.328125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+128,4000000,-23.28125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+128,5000000,-23.484375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+128,6000000,-21.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+128,7000000,-23.109375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+128,8000000,-23.25,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+128,9000000,-23.9375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+128,10000000,-23.5,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,9
+129,1000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+129,2000000,-23.421875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+129,3000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+129,4000000,-23.0,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+129,5000000,-22.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+129,6000000,-22.921875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+129,7000000,-22.6875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+129,8000000,-23.125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+129,9000000,-23.25,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+129,10000000,-23.421875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,9
+130,1000000,-21.3125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+130,2000000,-19.4375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+130,3000000,-21.5625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+130,4000000,-23.390625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+130,5000000,-22.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+130,6000000,-23.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+130,7000000,-20.328125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+130,8000000,-22.875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+130,9000000,-23.515625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+130,10000000,-23.796875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,9
+131,1000000,-22.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+131,2000000,-23.9375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+131,3000000,-23.3125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+131,4000000,-22.78125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+131,5000000,-23.828125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+131,6000000,-23.734375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+131,7000000,-23.703125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+131,8000000,-22.359375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+131,9000000,-22.203125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+131,10000000,-23.625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,9
+132,1000000,-23.546875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+132,2000000,-23.5625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+132,3000000,-23.40625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+132,4000000,-23.65625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+132,5000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+132,6000000,-23.390625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+132,7000000,-23.625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+132,8000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+132,9000000,-23.421875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+132,10000000,-23.4375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,9
+133,1000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+133,2000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+133,3000000,-23.875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+133,4000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+133,5000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+133,6000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+133,7000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+133,8000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+133,9000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+133,10000000,-23.890625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,9
+134,1000000,-22.421875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+134,2000000,-22.609375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+134,3000000,-23.875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+134,4000000,-21.734375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+134,5000000,-23.296875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+134,6000000,-23.25,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+134,7000000,-23.625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+134,8000000,-23.84375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+134,9000000,-23.8125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+134,10000000,-23.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,9
+135,1000000,-23.859375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+135,2000000,-23.875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+135,3000000,-23.859375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+135,4000000,-23.859375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+135,5000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+135,6000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+135,7000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+135,8000000,-23.875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+135,9000000,-23.90625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+135,10000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,9
+136,1000000,-23.96875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+136,2000000,-23.859375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+136,3000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+136,4000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+136,5000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+136,6000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+136,7000000,-23.796875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+136,8000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+136,9000000,-23.671875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+136,10000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,9
+137,1000000,-23.5,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
+137,2000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
+137,3000000,-23.5625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
+137,4000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
+137,5000000,-23.484375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
+137,6000000,-23.484375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
+137,7000000,-23.453125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
+137,8000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
+137,9000000,-23.390625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
+137,10000000,-23.46875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,9
 138,1000000,-22.0,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,9
 138,2000000,-22.921875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,9
 138,3000000,-21.65625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,9
@@ -1389,56 +1389,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-22.546875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,9
 138,9000000,-22.125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,9
 138,10000000,-22.375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,9
-139,1000000,-23.796875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-139,2000000,-22.453125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-139,3000000,-23.921875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-139,4000000,-22.3125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-139,5000000,-22.03125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-139,6000000,-22.609375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-139,7000000,-21.625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-139,8000000,-21.984375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-139,9000000,-23.140625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-139,10000000,-21.734375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,9
-140,1000000,-21.328125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-140,2000000,-17.609375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-140,3000000,-18.5625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-140,4000000,-16.90625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-140,5000000,-17.953125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-140,6000000,-16.28125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-140,7000000,-17.640625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-140,8000000,-17.546875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-140,9000000,-16.296875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-140,10000000,-16.09375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,9
-141,1000000,-18.71875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-141,2000000,-18.09375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-141,3000000,-18.390625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-141,4000000,-17.578125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-141,5000000,-18.203125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-141,6000000,-16.4375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-141,7000000,-17.203125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-141,8000000,-17.140625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-141,9000000,-18.0625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-141,10000000,-17.578125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,9
-142,1000000,-18.390625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-142,2000000,-19.1875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-142,3000000,-18.4375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-142,4000000,-18.421875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-142,5000000,-16.265625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-142,6000000,-17.34375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-142,7000000,-17.9375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-142,8000000,-16.671875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-142,9000000,-17.125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-142,10000000,-14.4375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,9
-143,1000000,-23.859375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
-143,2000000,-23.984375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
-143,3000000,-22.8125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
-143,4000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
-143,5000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
-143,6000000,-23.359375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
-143,7000000,-23.59375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
-143,8000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
-143,9000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
-143,10000000,-23.515625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,9
+139,1000000,-23.796875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+139,2000000,-22.453125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+139,3000000,-23.921875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+139,4000000,-22.3125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+139,5000000,-22.03125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+139,6000000,-22.609375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+139,7000000,-21.625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+139,8000000,-21.984375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+139,9000000,-23.140625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+139,10000000,-21.734375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,9
+140,1000000,-21.328125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+140,2000000,-17.609375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+140,3000000,-18.5625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+140,4000000,-16.90625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+140,5000000,-17.953125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+140,6000000,-16.28125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+140,7000000,-17.640625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+140,8000000,-17.546875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+140,9000000,-16.296875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+140,10000000,-16.09375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,9
+141,1000000,-18.71875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+141,2000000,-18.09375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+141,3000000,-18.390625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+141,4000000,-17.578125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+141,5000000,-18.203125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+141,6000000,-16.4375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+141,7000000,-17.203125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+141,8000000,-17.140625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+141,9000000,-18.0625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+141,10000000,-17.578125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,9
+142,1000000,-18.390625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+142,2000000,-19.1875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+142,3000000,-18.4375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+142,4000000,-18.421875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+142,5000000,-16.265625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+142,6000000,-17.34375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+142,7000000,-17.9375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+142,8000000,-16.671875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+142,9000000,-17.125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+142,10000000,-14.4375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,9
+143,1000000,-23.859375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
+143,2000000,-23.984375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
+143,3000000,-22.8125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
+143,4000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
+143,5000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
+143,6000000,-23.359375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
+143,7000000,-23.59375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
+143,8000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
+143,9000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
+143,10000000,-23.515625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
 144,1000000,-23.859375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
 144,2000000,-19.640625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
 144,3000000,-19.296875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
@@ -1449,36 +1449,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-22.4375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
 144,9000000,-23.296875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
 144,10000000,-23.546875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
-145,1000000,-23.109375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-145,2000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-145,3000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-145,4000000,-23.84375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-145,5000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-145,6000000,-23.390625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-145,7000000,-23.78125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-145,8000000,-23.21875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-145,9000000,-23.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-145,10000000,-23.90625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
-146,1000000,-23.890625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-146,2000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-146,3000000,-23.96875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-146,4000000,-23.09375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-146,5000000,-23.15625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-146,6000000,-22.90625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-146,7000000,-22.828125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-146,8000000,-23.03125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-146,9000000,-23.078125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-146,10000000,-22.84375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,9
-147,1000000,-23.828125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
-147,2000000,-23.625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
-147,3000000,-23.28125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
-147,4000000,-23.71875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
-147,5000000,-23.796875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
-147,6000000,-23.953125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
-147,7000000,-23.953125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
-147,8000000,-23.640625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
-147,9000000,-23.140625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
-147,10000000,-22.96875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,9
+145,1000000,-23.109375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+145,2000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+145,3000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+145,4000000,-23.84375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+145,5000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+145,6000000,-23.390625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+145,7000000,-23.78125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+145,8000000,-23.21875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+145,9000000,-23.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+145,10000000,-23.90625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,9
+146,1000000,-23.890625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+146,2000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+146,3000000,-23.96875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+146,4000000,-23.09375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+146,5000000,-23.15625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+146,6000000,-22.90625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+146,7000000,-22.828125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+146,8000000,-23.03125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+146,9000000,-23.078125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+146,10000000,-22.84375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,9
+147,1000000,-23.828125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
+147,2000000,-23.625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
+147,3000000,-23.28125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
+147,4000000,-23.71875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
+147,5000000,-23.796875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
+147,6000000,-23.953125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
+147,7000000,-23.953125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
+147,8000000,-23.640625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
+147,9000000,-23.140625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
+147,10000000,-22.96875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
 148,1000000,-23.953125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
 148,2000000,-23.921875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
 148,3000000,-23.890625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
@@ -1489,16 +1489,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-23.421875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
 148,9000000,-23.484375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
 148,10000000,-23.34375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
-149,1000000,-19.4375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,2000000,-18.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,3000000,-18.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,4000000,-17.859375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,5000000,-16.609375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,6000000,-16.546875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,7000000,-17.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,8000000,-17.171875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,9000000,-17.59375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,10000000,-17.34375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
+149,1000000,-19.4375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,2000000,-18.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,3000000,-18.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,4000000,-17.859375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,5000000,-16.609375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,6000000,-16.546875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,7000000,-17.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,8000000,-17.171875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,9000000,-17.59375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,10000000,-17.34375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
 150,1000000,-18.53125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
 150,2000000,-18.9375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
 150,3000000,-17.9375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
@@ -1509,26 +1509,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-18.75,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
 150,9000000,-18.296875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
 150,10000000,-18.171875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
-151,1000000,-23.859375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,2000000,-23.84375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,3000000,-21.625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,4000000,-22.734375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,5000000,-22.609375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,6000000,-23.328125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,7000000,-22.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,8000000,-23.46875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,9000000,-23.96875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,10000000,-23.390625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-152,1000000,-20.875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
-152,2000000,-17.546875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
-152,3000000,-18.5,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
-152,4000000,-18.03125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
-152,5000000,-18.59375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
-152,6000000,-19.359375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
-152,7000000,-18.234375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
-152,8000000,-17.09375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
-152,9000000,-18.390625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
-152,10000000,-18.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,9
+151,1000000,-23.859375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+151,2000000,-23.84375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+151,3000000,-21.625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+151,4000000,-22.734375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+151,5000000,-22.609375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+151,6000000,-23.328125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+151,7000000,-22.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+151,8000000,-23.46875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+151,9000000,-23.96875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+151,10000000,-23.390625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,9
+152,1000000,-20.875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
+152,2000000,-17.546875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
+152,3000000,-18.5,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
+152,4000000,-18.03125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
+152,5000000,-18.59375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
+152,6000000,-19.359375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
+152,7000000,-18.234375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
+152,8000000,-17.09375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
+152,9000000,-18.390625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
+152,10000000,-18.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,9
 153,1000000,-23.953125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,9
 153,2000000,-23.953125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,9
 153,3000000,-23.890625,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,9
@@ -1549,16 +1549,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-17.5,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,9
 154,9000000,-14.34375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,9
 154,10000000,-12.578125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,9
-155,1000000,-20.03125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
-155,2000000,-21.015625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
-155,3000000,-19.8125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
-155,4000000,-21.28125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
-155,5000000,-18.84375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
-155,6000000,-19.03125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
-155,7000000,-18.015625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
-155,8000000,-17.625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
-155,9000000,-16.703125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
-155,10000000,-17.640625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
+155,1000000,-20.03125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
+155,2000000,-21.015625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
+155,3000000,-19.8125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
+155,4000000,-21.28125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
+155,5000000,-18.84375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
+155,6000000,-19.03125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
+155,7000000,-18.015625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
+155,8000000,-17.625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
+155,9000000,-16.703125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
+155,10000000,-17.640625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,9
 156,1000000,-18.5,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
 156,2000000,-19.515625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
 156,3000000,-18.625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
@@ -1569,106 +1569,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-17.78125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
 156,9000000,-17.53125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
 156,10000000,-18.578125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
-157,1000000,-20.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-157,2000000,-21.8125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-157,3000000,-22.921875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-157,4000000,-19.390625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-157,5000000,-23.984375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-157,6000000,-20.859375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-157,7000000,-18.890625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-157,8000000,-21.828125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-157,9000000,-23.375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-157,10000000,-19.40625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,9
-158,1000000,-23.375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-158,2000000,-23.421875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-158,3000000,-23.625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-158,4000000,-23.890625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-158,5000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-158,6000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-158,7000000,-23.90625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-158,8000000,-23.5,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-158,9000000,-23.390625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-158,10000000,-23.921875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,9
-159,1000000,-17.640625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-159,2000000,-17.8125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-159,3000000,-18.4375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-159,4000000,-19.109375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-159,5000000,-18.328125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-159,6000000,-19.65625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-159,7000000,-18.265625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-159,8000000,-18.046875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-159,9000000,-18.703125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-159,10000000,-16.1875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,9
-160,1000000,-22.625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-160,2000000,-22.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-160,3000000,-23.09375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-160,4000000,-23.15625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-160,5000000,-22.84375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-160,6000000,-22.296875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-160,7000000,-22.296875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-160,8000000,-23.046875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-160,9000000,-23.09375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-160,10000000,-23.03125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,9
-161,1000000,-20.234375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-161,2000000,-19.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-161,3000000,-19.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-161,4000000,-20.390625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-161,5000000,-19.234375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-161,6000000,-18.765625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-161,7000000,-18.40625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-161,8000000,-18.375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-161,9000000,-19.359375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-161,10000000,-18.765625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,9
-162,1000000,-23.3125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-162,2000000,-23.421875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-162,3000000,-23.5,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-162,4000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-162,5000000,-22.640625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-162,6000000,-23.5625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-162,7000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-162,8000000,-23.8125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-162,9000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-162,10000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,9
-163,1000000,-18.15625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-163,2000000,-17.90625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-163,3000000,-18.625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-163,4000000,-16.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-163,5000000,-17.0,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-163,6000000,-16.875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-163,7000000,-15.953125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-163,8000000,-14.359375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-163,9000000,-15.640625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-163,10000000,-16.8125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,9
-164,1000000,-23.375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-164,2000000,-23.140625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-164,3000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-164,4000000,-22.9375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-164,5000000,-23.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-164,6000000,-22.8125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-164,7000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-164,8000000,-23.171875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-164,9000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-164,10000000,-23.90625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,9
-165,1000000,-23.765625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-165,2000000,-22.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-165,3000000,-22.609375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-165,4000000,-23.578125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-165,5000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-165,6000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-165,7000000,-23.265625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-165,8000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-165,9000000,-23.90625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-165,10000000,-23.546875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,9
-166,1000000,-23.484375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
-166,2000000,-23.4375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
-166,3000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
-166,4000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
-166,5000000,-23.34375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
-166,6000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
-166,7000000,-23.53125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
-166,8000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
-166,9000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
-166,10000000,-23.4375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,9
+157,1000000,-20.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+157,2000000,-21.8125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+157,3000000,-22.921875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+157,4000000,-19.390625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+157,5000000,-23.984375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+157,6000000,-20.859375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+157,7000000,-18.890625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+157,8000000,-21.828125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+157,9000000,-23.375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+157,10000000,-19.40625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,9
+158,1000000,-23.375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+158,2000000,-23.421875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+158,3000000,-23.625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+158,4000000,-23.890625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+158,5000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+158,6000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+158,7000000,-23.90625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+158,8000000,-23.5,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+158,9000000,-23.390625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+158,10000000,-23.921875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,9
+159,1000000,-17.640625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+159,2000000,-17.8125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+159,3000000,-18.4375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+159,4000000,-19.109375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+159,5000000,-18.328125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+159,6000000,-19.65625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+159,7000000,-18.265625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+159,8000000,-18.046875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+159,9000000,-18.703125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+159,10000000,-16.1875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,9
+160,1000000,-22.625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+160,2000000,-22.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+160,3000000,-23.09375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+160,4000000,-23.15625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+160,5000000,-22.84375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+160,6000000,-22.296875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+160,7000000,-22.296875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+160,8000000,-23.046875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+160,9000000,-23.09375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+160,10000000,-23.03125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,9
+161,1000000,-20.234375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+161,2000000,-19.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+161,3000000,-19.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+161,4000000,-20.390625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+161,5000000,-19.234375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+161,6000000,-18.765625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+161,7000000,-18.40625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+161,8000000,-18.375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+161,9000000,-19.359375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+161,10000000,-18.765625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,9
+162,1000000,-23.3125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+162,2000000,-23.421875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+162,3000000,-23.5,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+162,4000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+162,5000000,-22.640625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+162,6000000,-23.5625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+162,7000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+162,8000000,-23.8125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+162,9000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+162,10000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,9
+163,1000000,-18.15625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+163,2000000,-17.90625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+163,3000000,-18.625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+163,4000000,-16.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+163,5000000,-17.0,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+163,6000000,-16.875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+163,7000000,-15.953125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+163,8000000,-14.359375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+163,9000000,-15.640625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+163,10000000,-16.8125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,9
+164,1000000,-23.375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+164,2000000,-23.140625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+164,3000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+164,4000000,-22.9375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+164,5000000,-23.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+164,6000000,-22.8125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+164,7000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+164,8000000,-23.171875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+164,9000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+164,10000000,-23.90625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,9
+165,1000000,-23.765625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+165,2000000,-22.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+165,3000000,-22.609375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+165,4000000,-23.578125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+165,5000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+165,6000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+165,7000000,-23.265625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+165,8000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+165,9000000,-23.90625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+165,10000000,-23.546875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,9
+166,1000000,-23.484375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
+166,2000000,-23.4375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
+166,3000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
+166,4000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
+166,5000000,-23.34375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
+166,6000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
+166,7000000,-23.53125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
+166,8000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
+166,9000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
+166,10000000,-23.4375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,9
 167,1000000,-18.515625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
 167,2000000,-18.5,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
 167,3000000,-18.0,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
@@ -1679,26 +1679,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-17.265625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
 167,9000000,-17.765625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
 167,10000000,-16.890625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
-168,1000000,-19.421875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-168,2000000,-19.921875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-168,3000000,-20.015625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-168,4000000,-19.515625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-168,5000000,-19.03125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-168,6000000,-18.71875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-168,7000000,-18.34375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-168,8000000,-17.4375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-168,9000000,-17.9375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-168,10000000,-18.953125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,9
-169,1000000,-19.34375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
-169,2000000,-17.796875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
-169,3000000,-17.828125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
-169,4000000,-17.640625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
-169,5000000,-18.140625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
-169,6000000,-18.03125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
-169,7000000,-16.625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
-169,8000000,-17.34375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
-169,9000000,-17.75,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
-169,10000000,-17.0,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,9
+168,1000000,-19.421875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+168,2000000,-19.921875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+168,3000000,-20.015625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+168,4000000,-19.515625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+168,5000000,-19.03125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+168,6000000,-18.71875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+168,7000000,-18.34375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+168,8000000,-17.4375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+168,9000000,-17.9375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+168,10000000,-18.953125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,9
+169,1000000,-19.34375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
+169,2000000,-17.796875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
+169,3000000,-17.828125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
+169,4000000,-17.640625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
+169,5000000,-18.140625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
+169,6000000,-18.03125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
+169,7000000,-16.625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
+169,8000000,-17.34375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
+169,9000000,-17.75,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
+169,10000000,-17.0,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,9
 170,1000000,-21.234375,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,9
 170,2000000,-19.765625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,9
 170,3000000,-18.5,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,9
@@ -1719,26 +1719,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-14.96875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,9
 171,9000000,-15.71875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,9
 171,10000000,-14.578125,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,9
-172,1000000,-23.625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-172,2000000,-23.640625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-172,3000000,-23.515625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-172,4000000,-23.515625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-172,5000000,-23.296875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-172,6000000,-23.375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-172,7000000,-23.125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-172,8000000,-22.734375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-172,9000000,-23.0,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-172,10000000,-22.671875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,9
-173,1000000,-23.5,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
-173,2000000,-22.625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
-173,3000000,-21.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
-173,4000000,-22.21875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
-173,5000000,-22.8125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
-173,6000000,-22.015625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
-173,7000000,-23.4375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
-173,8000000,-23.59375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
-173,9000000,-23.96875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
-173,10000000,-23.484375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,9
+172,1000000,-23.625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+172,2000000,-23.640625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+172,3000000,-23.515625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+172,4000000,-23.515625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+172,5000000,-23.296875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+172,6000000,-23.375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+172,7000000,-23.125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+172,8000000,-22.734375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+172,9000000,-23.0,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+172,10000000,-22.671875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,9
+173,1000000,-23.5,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
+173,2000000,-22.625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
+173,3000000,-21.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
+173,4000000,-22.21875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
+173,5000000,-22.8125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
+173,6000000,-22.015625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
+173,7000000,-23.4375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
+173,8000000,-23.59375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
+173,9000000,-23.96875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
+173,10000000,-23.484375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,9
 174,1000000,-19.546875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
 174,2000000,-21.15625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
 174,3000000,-20.265625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
@@ -1749,16 +1749,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-21.28125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
 174,9000000,-22.984375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
 174,10000000,-21.40625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
-175,1000000,-23.640625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
-175,2000000,-23.328125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
-175,3000000,-23.453125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
-175,4000000,-23.328125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
-175,5000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
-175,6000000,-23.4375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
-175,7000000,-23.296875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
-175,8000000,-23.546875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
-175,9000000,-23.46875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
-175,10000000,-23.265625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,9
+175,1000000,-23.640625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
+175,2000000,-23.328125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
+175,3000000,-23.453125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
+175,4000000,-23.328125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
+175,5000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
+175,6000000,-23.4375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
+175,7000000,-23.296875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
+175,8000000,-23.546875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
+175,9000000,-23.46875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
+175,10000000,-23.265625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,9
 176,1000000,-21.96875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,9
 176,2000000,-23.6875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,9
 176,3000000,-22.96875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,9
@@ -1769,16 +1769,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-23.234375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,9
 176,9000000,-23.921875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,9
 176,10000000,-20.765625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,9
-177,1000000,-23.953125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
-177,2000000,-23.4375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
-177,3000000,-23.234375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
-177,4000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
-177,5000000,-23.21875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
-177,6000000,-23.953125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
-177,7000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
-177,8000000,-23.4375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
-177,9000000,-23.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
-177,10000000,-23.265625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,9
+177,1000000,-23.953125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
+177,2000000,-23.4375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
+177,3000000,-23.234375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
+177,4000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
+177,5000000,-23.21875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
+177,6000000,-23.953125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
+177,7000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
+177,8000000,-23.4375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
+177,9000000,-23.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
+177,10000000,-23.265625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,9
 178,1000000,-23.515625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,9
 178,2000000,-23.46875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,9
 178,3000000,-23.4375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,9
@@ -1789,166 +1789,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.421875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,9
 178,9000000,-23.953125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,9
 178,10000000,-23.421875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,9
-179,1000000,-23.078125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-179,2000000,-21.984375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-179,3000000,-23.484375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-179,4000000,-23.34375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-179,5000000,-23.84375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-179,6000000,-22.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-179,7000000,-21.5625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-179,8000000,-22.109375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-179,9000000,-22.203125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-179,10000000,-23.1875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,9
-180,1000000,-23.421875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-180,2000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-180,3000000,-23.390625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-180,4000000,-23.4375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-180,5000000,-23.609375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-180,6000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-180,7000000,-23.59375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-180,8000000,-23.359375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-180,9000000,-23.640625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-180,10000000,-23.609375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,9
-181,1000000,-23.53125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-181,2000000,-23.671875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-181,3000000,-23.59375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-181,4000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-181,5000000,-23.546875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-181,6000000,-23.421875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-181,7000000,-23.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-181,8000000,-23.578125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-181,9000000,-23.46875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-181,10000000,-23.546875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,9
-182,1000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-182,2000000,-23.15625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-182,3000000,-23.359375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-182,4000000,-23.828125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-182,5000000,-22.78125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-182,6000000,-23.5625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-182,7000000,-23.546875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-182,8000000,-23.390625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-182,9000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-182,10000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,9
-183,1000000,-20.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-183,2000000,-21.15625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-183,3000000,-18.359375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-183,4000000,-18.796875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-183,5000000,-18.703125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-183,6000000,-17.921875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-183,7000000,-17.8125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-183,8000000,-18.25,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-183,9000000,-18.171875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-183,10000000,-17.59375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,9
-184,1000000,-23.28125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-184,2000000,-24.0,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-184,3000000,-23.40625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-184,4000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-184,5000000,-23.21875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-184,6000000,-23.53125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-184,7000000,-23.515625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-184,8000000,-23.453125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-184,9000000,-23.421875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-184,10000000,-23.40625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,9
-185,1000000,-23.921875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-185,2000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-185,3000000,-23.9375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-185,4000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-185,5000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-185,6000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-185,7000000,-23.9375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-185,8000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-185,9000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-185,10000000,-23.921875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,9
-186,1000000,-18.84375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-186,2000000,-18.796875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-186,3000000,-18.203125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-186,4000000,-17.25,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-186,5000000,-19.421875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-186,6000000,-16.40625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-186,7000000,-18.15625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-186,8000000,-17.6875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-186,9000000,-17.15625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-186,10000000,-16.421875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,9
-187,1000000,-22.8125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-187,2000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-187,3000000,-23.46875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-187,4000000,-23.59375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-187,5000000,-23.9375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-187,6000000,-23.421875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-187,7000000,-23.515625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-187,8000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-187,9000000,-23.96875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-187,10000000,-23.96875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,9
-188,1000000,-23.5,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-188,2000000,-23.875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-188,3000000,-22.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-188,4000000,-23.015625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-188,5000000,-22.46875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-188,6000000,-23.375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-188,7000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-188,8000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-188,9000000,-23.703125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-188,10000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,9
-189,1000000,-23.4375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-189,2000000,-23.5625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-189,3000000,-23.171875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-189,4000000,-23.078125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-189,5000000,-23.453125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-189,6000000,-23.09375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-189,7000000,-23.375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-189,8000000,-23.765625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-189,9000000,-23.625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-189,10000000,-22.890625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,9
-190,1000000,-22.0,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-190,2000000,-21.28125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-190,3000000,-21.796875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-190,4000000,-22.234375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-190,5000000,-22.953125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-190,6000000,-23.25,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-190,7000000,-19.546875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-190,8000000,-21.015625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-190,9000000,-16.765625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-190,10000000,-17.9375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,9
-191,1000000,-23.9375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-191,2000000,-23.640625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-191,3000000,-22.375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-191,4000000,-23.15625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-191,5000000,-22.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-191,6000000,-22.890625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-191,7000000,-23.421875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-191,8000000,-22.3125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-191,9000000,-22.828125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-191,10000000,-21.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,9
-192,1000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-192,2000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-192,3000000,-23.875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-192,4000000,-23.859375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-192,5000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-192,6000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-192,7000000,-23.9375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-192,8000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-192,9000000,-23.9375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-192,10000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,9
-193,1000000,-23.71875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-193,2000000,-23.859375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-193,3000000,-22.953125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-193,4000000,-22.765625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-193,5000000,-21.21875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-193,6000000,-23.0625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-193,7000000,-22.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-193,8000000,-23.0,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-193,9000000,-23.0625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-193,10000000,-22.78125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,9
-194,1000000,-22.84375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
-194,2000000,-22.75,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
-194,3000000,-23.03125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
-194,4000000,-21.046875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
-194,5000000,-23.78125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
-194,6000000,-20.90625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
-194,7000000,-21.59375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
-194,8000000,-22.203125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
-194,9000000,-20.375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
-194,10000000,-22.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,9
+179,1000000,-23.078125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+179,2000000,-21.984375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+179,3000000,-23.484375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+179,4000000,-23.34375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+179,5000000,-23.84375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+179,6000000,-22.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+179,7000000,-21.5625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+179,8000000,-22.109375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+179,9000000,-22.203125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+179,10000000,-23.1875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,9
+180,1000000,-23.421875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+180,2000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+180,3000000,-23.390625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+180,4000000,-23.4375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+180,5000000,-23.609375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+180,6000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+180,7000000,-23.59375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+180,8000000,-23.359375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+180,9000000,-23.640625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+180,10000000,-23.609375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,9
+181,1000000,-23.53125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+181,2000000,-23.671875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+181,3000000,-23.59375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+181,4000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+181,5000000,-23.546875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+181,6000000,-23.421875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+181,7000000,-23.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+181,8000000,-23.578125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+181,9000000,-23.46875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+181,10000000,-23.546875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,9
+182,1000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+182,2000000,-23.15625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+182,3000000,-23.359375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+182,4000000,-23.828125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+182,5000000,-22.78125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+182,6000000,-23.5625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+182,7000000,-23.546875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+182,8000000,-23.390625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+182,9000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+182,10000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,9
+183,1000000,-20.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+183,2000000,-21.15625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+183,3000000,-18.359375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+183,4000000,-18.796875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+183,5000000,-18.703125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+183,6000000,-17.921875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+183,7000000,-17.8125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+183,8000000,-18.25,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+183,9000000,-18.171875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+183,10000000,-17.59375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,9
+184,1000000,-23.28125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+184,2000000,-24.0,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+184,3000000,-23.40625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+184,4000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+184,5000000,-23.21875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+184,6000000,-23.53125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+184,7000000,-23.515625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+184,8000000,-23.453125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+184,9000000,-23.421875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+184,10000000,-23.40625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,9
+185,1000000,-23.921875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+185,2000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+185,3000000,-23.9375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+185,4000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+185,5000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+185,6000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+185,7000000,-23.9375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+185,8000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+185,9000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+185,10000000,-23.921875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,9
+186,1000000,-18.84375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+186,2000000,-18.796875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+186,3000000,-18.203125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+186,4000000,-17.25,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+186,5000000,-19.421875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+186,6000000,-16.40625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+186,7000000,-18.15625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+186,8000000,-17.6875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+186,9000000,-17.15625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+186,10000000,-16.421875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,9
+187,1000000,-22.8125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+187,2000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+187,3000000,-23.46875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+187,4000000,-23.59375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+187,5000000,-23.9375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+187,6000000,-23.421875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+187,7000000,-23.515625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+187,8000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+187,9000000,-23.96875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+187,10000000,-23.96875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,9
+188,1000000,-23.5,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+188,2000000,-23.875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+188,3000000,-22.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+188,4000000,-23.015625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+188,5000000,-22.46875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+188,6000000,-23.375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+188,7000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+188,8000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+188,9000000,-23.703125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+188,10000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,9
+189,1000000,-23.4375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+189,2000000,-23.5625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+189,3000000,-23.171875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+189,4000000,-23.078125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+189,5000000,-23.453125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+189,6000000,-23.09375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+189,7000000,-23.375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+189,8000000,-23.765625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+189,9000000,-23.625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+189,10000000,-22.890625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,9
+190,1000000,-22.0,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+190,2000000,-21.28125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+190,3000000,-21.796875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+190,4000000,-22.234375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+190,5000000,-22.953125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+190,6000000,-23.25,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+190,7000000,-19.546875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+190,8000000,-21.015625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+190,9000000,-16.765625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+190,10000000,-17.9375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,9
+191,1000000,-23.9375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+191,2000000,-23.640625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+191,3000000,-22.375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+191,4000000,-23.15625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+191,5000000,-22.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+191,6000000,-22.890625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+191,7000000,-23.421875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+191,8000000,-22.3125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+191,9000000,-22.828125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+191,10000000,-21.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,9
+192,1000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+192,2000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+192,3000000,-23.875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+192,4000000,-23.859375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+192,5000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+192,6000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+192,7000000,-23.9375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+192,8000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+192,9000000,-23.9375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+192,10000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,9
+193,1000000,-23.71875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+193,2000000,-23.859375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+193,3000000,-22.953125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+193,4000000,-22.765625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+193,5000000,-21.21875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+193,6000000,-23.0625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+193,7000000,-22.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+193,8000000,-23.0,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+193,9000000,-23.0625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+193,10000000,-22.78125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,9
+194,1000000,-22.84375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
+194,2000000,-22.75,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
+194,3000000,-23.03125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
+194,4000000,-21.046875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
+194,5000000,-23.78125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
+194,6000000,-20.90625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
+194,7000000,-21.59375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
+194,8000000,-22.203125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
+194,9000000,-20.375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
+194,10000000,-22.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,9
 195,1000000,-23.921875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,9
 195,2000000,-23.953125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,9
 195,3000000,-23.984375,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,9
@@ -1969,26 +1969,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.96875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,9
 196,9000000,-23.59375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,9
 196,10000000,-23.328125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,9
-197,1000000,-18.15625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-197,2000000,-19.09375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-197,3000000,-18.625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-197,4000000,-17.734375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-197,5000000,-16.71875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-197,6000000,-15.421875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-197,7000000,-14.03125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-197,8000000,-12.875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-197,9000000,-15.328125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-197,10000000,-12.40625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
-198,1000000,-17.765625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
-198,2000000,-18.40625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
-198,3000000,-18.0625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
-198,4000000,-18.5,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
-198,5000000,-18.046875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
-198,6000000,-17.59375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
-198,7000000,-16.953125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
-198,8000000,-17.0625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
-198,9000000,-16.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
-198,10000000,-16.609375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,9
+197,1000000,-18.15625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+197,2000000,-19.09375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+197,3000000,-18.625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+197,4000000,-17.734375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+197,5000000,-16.71875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+197,6000000,-15.421875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+197,7000000,-14.03125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+197,8000000,-12.875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+197,9000000,-15.328125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+197,10000000,-12.40625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,9
+198,1000000,-17.765625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
+198,2000000,-18.40625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
+198,3000000,-18.0625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
+198,4000000,-18.5,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
+198,5000000,-18.046875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
+198,6000000,-17.59375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
+198,7000000,-16.953125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
+198,8000000,-17.0625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
+198,9000000,-16.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
+198,10000000,-16.609375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
 199,1000000,-23.96875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
 199,2000000,-23.4375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
 199,3000000,-23.59375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
@@ -1999,16 +1999,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.53125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
 199,9000000,-23.890625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
 199,10000000,-23.578125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
-200,1000000,-23.796875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,2000000,-22.53125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,3000000,-23.96875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,4000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,5000000,-23.453125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,6000000,-23.421875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,7000000,-23.59375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,8000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,9000000,-23.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,10000000,-23.546875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
+200,1000000,-23.796875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
+200,2000000,-22.53125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
+200,3000000,-23.96875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
+200,4000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
+200,5000000,-23.453125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
+200,6000000,-23.421875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
+200,7000000,-23.59375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
+200,8000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
+200,9000000,-23.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
+200,10000000,-23.546875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
 201,1000000,-17.828125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
 201,2000000,-17.71875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
 201,3000000,-15.96875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
@@ -2019,26 +2019,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-15.21875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
 201,9000000,-14.984375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
 201,10000000,-15.6875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
-202,1000000,-19.21875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-202,2000000,-20.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-202,3000000,-19.75,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-202,4000000,-20.03125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-202,5000000,-19.8125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-202,6000000,-20.015625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-202,7000000,-19.6875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-202,8000000,-19.140625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-202,9000000,-19.34375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-202,10000000,-17.53125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,9
-203,1000000,-19.171875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
-203,2000000,-17.65625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
-203,3000000,-19.328125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
-203,4000000,-18.75,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
-203,5000000,-17.828125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
-203,6000000,-17.359375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
-203,7000000,-17.265625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
-203,8000000,-17.234375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
-203,9000000,-19.703125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
-203,10000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,9
+202,1000000,-19.21875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+202,2000000,-20.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+202,3000000,-19.75,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+202,4000000,-20.03125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+202,5000000,-19.8125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+202,6000000,-20.015625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+202,7000000,-19.6875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+202,8000000,-19.140625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+202,9000000,-19.34375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+202,10000000,-17.53125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,9
+203,1000000,-19.171875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
+203,2000000,-17.65625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
+203,3000000,-19.328125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
+203,4000000,-18.75,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
+203,5000000,-17.828125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
+203,6000000,-17.359375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
+203,7000000,-17.265625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
+203,8000000,-17.234375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
+203,9000000,-19.703125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
+203,10000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,9
 204,1000000,-23.46875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
 204,2000000,-23.953125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
 204,3000000,-23.1875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
@@ -2049,56 +2049,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.90625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
 204,9000000,-23.234375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
 204,10000000,-23.484375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
-205,1000000,-23.890625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-205,2000000,-23.453125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-205,3000000,-23.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-205,4000000,-23.375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-205,5000000,-23.640625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-205,6000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-205,7000000,-23.484375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-205,8000000,-23.890625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-205,9000000,-23.875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-205,10000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,9
-206,1000000,-18.640625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-206,2000000,-18.0625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-206,3000000,-17.0,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-206,4000000,-16.9375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-206,5000000,-17.46875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-206,6000000,-17.5625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-206,7000000,-15.703125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-206,8000000,-17.6875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-206,9000000,-15.828125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-206,10000000,-16.65625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,9
-207,1000000,-16.53125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-207,2000000,-19.359375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-207,3000000,-17.40625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-207,4000000,-14.328125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-207,5000000,-13.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-207,6000000,-13.625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-207,7000000,-17.09375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-207,8000000,-15.171875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-207,9000000,-15.84375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-207,10000000,-14.8125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,9
-208,1000000,-23.453125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-208,2000000,-23.53125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-208,3000000,-23.078125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-208,4000000,-23.34375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-208,5000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-208,6000000,-23.328125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-208,7000000,-23.453125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-208,8000000,-23.625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-208,9000000,-23.46875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-208,10000000,-23.484375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,9
-209,1000000,-22.359375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
-209,2000000,-21.109375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
-209,3000000,-19.796875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
-209,4000000,-22.890625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
-209,5000000,-21.5625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
-209,6000000,-20.921875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
-209,7000000,-20.6875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
-209,8000000,-22.828125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
-209,9000000,-21.03125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
-209,10000000,-19.859375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,9
+205,1000000,-23.890625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+205,2000000,-23.453125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+205,3000000,-23.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+205,4000000,-23.375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+205,5000000,-23.640625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+205,6000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+205,7000000,-23.484375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+205,8000000,-23.890625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+205,9000000,-23.875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+205,10000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,9
+206,1000000,-18.640625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+206,2000000,-18.0625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+206,3000000,-17.0,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+206,4000000,-16.9375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+206,5000000,-17.46875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+206,6000000,-17.5625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+206,7000000,-15.703125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+206,8000000,-17.6875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+206,9000000,-15.828125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+206,10000000,-16.65625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,9
+207,1000000,-16.53125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+207,2000000,-19.359375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+207,3000000,-17.40625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+207,4000000,-14.328125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+207,5000000,-13.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+207,6000000,-13.625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+207,7000000,-17.09375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+207,8000000,-15.171875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+207,9000000,-15.84375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+207,10000000,-14.8125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,9
+208,1000000,-23.453125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+208,2000000,-23.53125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+208,3000000,-23.078125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+208,4000000,-23.34375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+208,5000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+208,6000000,-23.328125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+208,7000000,-23.453125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+208,8000000,-23.625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+208,9000000,-23.46875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+208,10000000,-23.484375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,9
+209,1000000,-22.359375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
+209,2000000,-21.109375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
+209,3000000,-19.796875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
+209,4000000,-22.890625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
+209,5000000,-21.5625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
+209,6000000,-20.921875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
+209,7000000,-20.6875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
+209,8000000,-22.828125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
+209,9000000,-21.03125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
+209,10000000,-19.859375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,9
 210,1000000,-23.125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
 210,2000000,-23.34375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
 210,3000000,-22.171875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
@@ -2109,36 +2109,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-23.4375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
 210,9000000,-23.921875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
 210,10000000,-20.78125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
-211,1000000,-22.84375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-211,2000000,-23.984375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-211,3000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-211,4000000,-23.53125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-211,5000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-211,6000000,-23.90625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-211,7000000,-22.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-211,8000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-211,9000000,-23.390625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-211,10000000,-23.0625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,9
-212,1000000,-21.3125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-212,2000000,-19.53125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-212,3000000,-19.0625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-212,4000000,-18.453125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-212,5000000,-18.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-212,6000000,-18.296875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-212,7000000,-18.375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-212,8000000,-17.25,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-212,9000000,-17.625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-212,10000000,-17.015625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,9
-213,1000000,-22.3125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
-213,2000000,-23.96875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
-213,3000000,-23.53125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
-213,4000000,-23.328125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
-213,5000000,-23.3125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
-213,6000000,-23.578125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
-213,7000000,-23.375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
-213,8000000,-23.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
-213,9000000,-23.625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
-213,10000000,-23.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,9
+211,1000000,-22.84375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+211,2000000,-23.984375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+211,3000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+211,4000000,-23.53125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+211,5000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+211,6000000,-23.90625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+211,7000000,-22.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+211,8000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+211,9000000,-23.390625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+211,10000000,-23.0625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,9
+212,1000000,-21.3125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+212,2000000,-19.53125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+212,3000000,-19.0625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+212,4000000,-18.453125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+212,5000000,-18.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+212,6000000,-18.296875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+212,7000000,-18.375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+212,8000000,-17.25,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+212,9000000,-17.625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+212,10000000,-17.015625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,9
+213,1000000,-22.3125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
+213,2000000,-23.96875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
+213,3000000,-23.53125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
+213,4000000,-23.328125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
+213,5000000,-23.3125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
+213,6000000,-23.578125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
+213,7000000,-23.375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
+213,8000000,-23.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
+213,9000000,-23.625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
+213,10000000,-23.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,9
 214,1000000,-23.859375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
 214,2000000,-23.9375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
 214,3000000,-23.96875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
@@ -2149,86 +2149,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-23.75,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
 214,9000000,-23.4375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
 214,10000000,-23.578125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
-215,1000000,-23.109375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-215,2000000,-23.421875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-215,3000000,-19.5625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-215,4000000,-23.34375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-215,5000000,-23.375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-215,6000000,-23.4375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-215,7000000,-23.046875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-215,8000000,-23.40625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-215,9000000,-23.546875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-215,10000000,-23.375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,9
-216,1000000,-22.6875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-216,2000000,-23.578125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-216,3000000,-23.40625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-216,4000000,-21.40625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-216,5000000,-23.484375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-216,6000000,-23.65625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-216,7000000,-21.53125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-216,8000000,-19.0625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-216,9000000,-23.4375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-216,10000000,-23.9375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,9
-217,1000000,-22.609375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-217,2000000,-23.828125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-217,3000000,-23.53125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-217,4000000,-22.375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-217,5000000,-23.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-217,6000000,-23.953125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-217,7000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-217,8000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-217,9000000,-23.03125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-217,10000000,-23.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,9
-218,1000000,-19.34375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-218,2000000,-17.625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-218,3000000,-17.75,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-218,4000000,-17.015625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-218,5000000,-17.890625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-218,6000000,-17.484375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-218,7000000,-18.390625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-218,8000000,-17.125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-218,9000000,-18.390625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-218,10000000,-17.640625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,9
-219,1000000,-23.90625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-219,2000000,-23.875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-219,3000000,-23.875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-219,4000000,-23.9375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-219,5000000,-23.90625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-219,6000000,-23.8125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-219,7000000,-23.859375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-219,8000000,-23.796875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-219,9000000,-23.671875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-219,10000000,-23.578125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,9
-220,1000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-220,2000000,-23.328125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-220,3000000,-23.53125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-220,4000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-220,5000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-220,6000000,-23.390625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-220,7000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-220,8000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-220,9000000,-23.21875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-220,10000000,-23.1875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,9
-221,1000000,-23.671875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-221,2000000,-23.046875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-221,3000000,-22.1875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-221,4000000,-22.125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-221,5000000,-23.765625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-221,6000000,-23.453125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-221,7000000,-22.703125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-221,8000000,-21.1875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-221,9000000,-23.5,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-221,10000000,-22.578125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,9
-222,1000000,-22.984375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
-222,2000000,-23.0,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
-222,3000000,-23.28125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
-222,4000000,-23.4375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
-222,5000000,-22.796875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
-222,6000000,-23.0,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
-222,7000000,-23.46875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
-222,8000000,-23.65625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
-222,9000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
-222,10000000,-23.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,9
+215,1000000,-23.109375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+215,2000000,-23.421875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+215,3000000,-19.5625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+215,4000000,-23.34375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+215,5000000,-23.375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+215,6000000,-23.4375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+215,7000000,-23.046875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+215,8000000,-23.40625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+215,9000000,-23.546875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+215,10000000,-23.375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,9
+216,1000000,-22.6875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+216,2000000,-23.578125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+216,3000000,-23.40625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+216,4000000,-21.40625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+216,5000000,-23.484375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+216,6000000,-23.65625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+216,7000000,-21.53125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+216,8000000,-19.0625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+216,9000000,-23.4375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+216,10000000,-23.9375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,9
+217,1000000,-22.609375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+217,2000000,-23.828125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+217,3000000,-23.53125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+217,4000000,-22.375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+217,5000000,-23.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+217,6000000,-23.953125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+217,7000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+217,8000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+217,9000000,-23.03125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+217,10000000,-23.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,9
+218,1000000,-19.34375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+218,2000000,-17.625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+218,3000000,-17.75,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+218,4000000,-17.015625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+218,5000000,-17.890625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+218,6000000,-17.484375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+218,7000000,-18.390625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+218,8000000,-17.125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+218,9000000,-18.390625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+218,10000000,-17.640625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,9
+219,1000000,-23.90625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+219,2000000,-23.875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+219,3000000,-23.875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+219,4000000,-23.9375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+219,5000000,-23.90625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+219,6000000,-23.8125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+219,7000000,-23.859375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+219,8000000,-23.796875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+219,9000000,-23.671875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+219,10000000,-23.578125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,9
+220,1000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+220,2000000,-23.328125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+220,3000000,-23.53125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+220,4000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+220,5000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+220,6000000,-23.390625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+220,7000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+220,8000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+220,9000000,-23.21875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+220,10000000,-23.1875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,9
+221,1000000,-23.671875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+221,2000000,-23.046875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+221,3000000,-22.1875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+221,4000000,-22.125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+221,5000000,-23.765625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+221,6000000,-23.453125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+221,7000000,-22.703125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+221,8000000,-21.1875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+221,9000000,-23.5,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+221,10000000,-22.578125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,9
+222,1000000,-22.984375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
+222,2000000,-23.0,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
+222,3000000,-23.28125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
+222,4000000,-23.4375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
+222,5000000,-22.796875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
+222,6000000,-23.0,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
+222,7000000,-23.46875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
+222,8000000,-23.65625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
+222,9000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
+222,10000000,-23.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,9
 223,1000000,-21.828125,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,9
 223,2000000,-23.1875,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,9
 223,3000000,-23.296875,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,9
@@ -2249,16 +2249,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-23.859375,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,9
 224,9000000,-22.140625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,9
 224,10000000,-18.875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,9
-225,1000000,-23.921875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
-225,2000000,-23.828125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
-225,3000000,-23.765625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
-225,4000000,-23.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
-225,5000000,-23.78125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
-225,6000000,-23.765625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
-225,7000000,-23.75,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
-225,8000000,-23.796875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
-225,9000000,-23.8125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
-225,10000000,-23.921875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,9
+225,1000000,-23.921875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
+225,2000000,-23.828125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
+225,3000000,-23.765625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
+225,4000000,-23.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
+225,5000000,-23.78125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
+225,6000000,-23.765625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
+225,7000000,-23.75,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
+225,8000000,-23.796875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
+225,9000000,-23.8125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
+225,10000000,-23.921875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,9
 226,1000000,-23.71875,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,9
 226,2000000,-23.140625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,9
 226,3000000,-22.90625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,9
@@ -2279,66 +2279,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-16.671875,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,9
 227,9000000,-16.671875,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,9
 227,10000000,-18.140625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,9
-228,1000000,-19.640625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-228,2000000,-18.625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-228,3000000,-18.21875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-228,4000000,-18.296875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-228,5000000,-17.890625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-228,6000000,-17.859375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-228,7000000,-17.859375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-228,8000000,-17.75,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-228,9000000,-15.140625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-228,10000000,-17.59375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,9
-229,1000000,-22.921875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-229,2000000,-22.09375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-229,3000000,-20.59375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-229,4000000,-23.796875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-229,5000000,-23.078125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-229,6000000,-23.25,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-229,7000000,-22.65625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-229,8000000,-22.5625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-229,9000000,-23.46875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-229,10000000,-20.34375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,9
-230,1000000,-23.5625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-230,2000000,-23.5625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-230,3000000,-23.578125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-230,4000000,-23.625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-230,5000000,-23.71875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-230,6000000,-23.546875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-230,7000000,-23.625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-230,8000000,-23.609375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-230,9000000,-23.8125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-230,10000000,-23.46875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,9
-231,1000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-231,2000000,-24.0,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-231,3000000,-23.96875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-231,4000000,-23.984375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-231,5000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-231,6000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-231,7000000,-23.984375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-231,8000000,-23.96875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-231,9000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-231,10000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,9
-232,1000000,-23.59375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-232,2000000,-23.21875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-232,3000000,-23.375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-232,4000000,-23.40625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-232,5000000,-23.46875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-232,6000000,-23.484375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-232,7000000,-23.59375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-232,8000000,-23.25,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-232,9000000,-23.40625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-232,10000000,-23.578125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,9
-233,1000000,-23.265625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
-233,2000000,-22.5,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
-233,3000000,-21.03125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
-233,4000000,-20.390625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
-233,5000000,-21.609375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
-233,6000000,-18.984375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
-233,7000000,-20.6875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
-233,8000000,-21.3125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
-233,9000000,-20.296875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
-233,10000000,-19.03125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,9
+228,1000000,-19.640625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+228,2000000,-18.625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+228,3000000,-18.21875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+228,4000000,-18.296875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+228,5000000,-17.890625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+228,6000000,-17.859375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+228,7000000,-17.859375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+228,8000000,-17.75,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+228,9000000,-15.140625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+228,10000000,-17.59375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,9
+229,1000000,-22.921875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+229,2000000,-22.09375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+229,3000000,-20.59375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+229,4000000,-23.796875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+229,5000000,-23.078125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+229,6000000,-23.25,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+229,7000000,-22.65625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+229,8000000,-22.5625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+229,9000000,-23.46875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+229,10000000,-20.34375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,9
+230,1000000,-23.5625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+230,2000000,-23.5625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+230,3000000,-23.578125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+230,4000000,-23.625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+230,5000000,-23.71875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+230,6000000,-23.546875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+230,7000000,-23.625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+230,8000000,-23.609375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+230,9000000,-23.8125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+230,10000000,-23.46875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,9
+231,1000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+231,2000000,-24.0,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+231,3000000,-23.96875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+231,4000000,-23.984375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+231,5000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+231,6000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+231,7000000,-23.984375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+231,8000000,-23.96875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+231,9000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+231,10000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,9
+232,1000000,-23.59375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+232,2000000,-23.21875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+232,3000000,-23.375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+232,4000000,-23.40625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+232,5000000,-23.46875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+232,6000000,-23.484375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+232,7000000,-23.59375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+232,8000000,-23.25,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+232,9000000,-23.40625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+232,10000000,-23.578125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,9
+233,1000000,-23.265625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
+233,2000000,-22.5,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
+233,3000000,-21.03125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
+233,4000000,-20.390625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
+233,5000000,-21.609375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
+233,6000000,-18.984375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
+233,7000000,-20.6875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
+233,8000000,-21.3125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
+233,9000000,-20.296875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
+233,10000000,-19.03125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,9
 234,1000000,-23.46875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,9
 234,2000000,-23.96875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,9
 234,3000000,-23.875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,9
@@ -2369,56 +2369,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.53125,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,9
 236,9000000,-23.609375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,9
 236,10000000,-23.53125,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,9
-237,1000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-237,2000000,-23.5625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-237,3000000,-23.4375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-237,4000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-237,5000000,-23.296875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-237,6000000,-23.484375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-237,7000000,-23.40625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-237,8000000,-23.34375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-237,9000000,-23.328125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-237,10000000,-22.828125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,9
-238,1000000,-22.765625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-238,2000000,-22.71875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-238,3000000,-23.171875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-238,4000000,-23.875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-238,5000000,-22.953125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-238,6000000,-23.546875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-238,7000000,-23.953125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-238,8000000,-22.03125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-238,9000000,-23.453125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-238,10000000,-23.4375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,9
-239,1000000,-18.515625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-239,2000000,-18.09375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-239,3000000,-18.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-239,4000000,-19.0625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-239,5000000,-16.15625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-239,6000000,-12.40625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-239,7000000,-15.125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-239,8000000,-16.015625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-239,9000000,-15.28125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-239,10000000,-16.546875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,9
-240,1000000,-19.1875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-240,2000000,-18.71875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-240,3000000,-16.5,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-240,4000000,-15.15625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-240,5000000,-17.84375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-240,6000000,-17.71875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-240,7000000,-20.1875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-240,8000000,-17.96875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-240,9000000,-19.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-240,10000000,-18.953125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,9
-241,1000000,-17.796875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
-241,2000000,-22.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
-241,3000000,-21.21875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
-241,4000000,-21.75,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
-241,5000000,-22.78125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
-241,6000000,-23.78125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
-241,7000000,-22.859375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
-241,8000000,-23.0625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
-241,9000000,-23.90625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
-241,10000000,-23.46875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,9
+237,1000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+237,2000000,-23.5625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+237,3000000,-23.4375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+237,4000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+237,5000000,-23.296875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+237,6000000,-23.484375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+237,7000000,-23.40625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+237,8000000,-23.34375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+237,9000000,-23.328125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+237,10000000,-22.828125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,9
+238,1000000,-22.765625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+238,2000000,-22.71875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+238,3000000,-23.171875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+238,4000000,-23.875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+238,5000000,-22.953125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+238,6000000,-23.546875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+238,7000000,-23.953125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+238,8000000,-22.03125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+238,9000000,-23.453125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+238,10000000,-23.4375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,9
+239,1000000,-18.515625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+239,2000000,-18.09375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+239,3000000,-18.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+239,4000000,-19.0625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+239,5000000,-16.15625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+239,6000000,-12.40625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+239,7000000,-15.125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+239,8000000,-16.015625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+239,9000000,-15.28125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+239,10000000,-16.546875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,9
+240,1000000,-19.1875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+240,2000000,-18.71875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+240,3000000,-16.5,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+240,4000000,-15.15625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+240,5000000,-17.84375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+240,6000000,-17.71875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+240,7000000,-20.1875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+240,8000000,-17.96875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+240,9000000,-19.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+240,10000000,-18.953125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,9
+241,1000000,-17.796875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
+241,2000000,-22.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
+241,3000000,-21.21875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
+241,4000000,-21.75,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
+241,5000000,-22.78125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
+241,6000000,-23.78125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
+241,7000000,-22.859375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
+241,8000000,-23.0625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
+241,9000000,-23.90625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
+241,10000000,-23.46875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,9
 242,1000000,-19.46875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,9
 242,2000000,-21.125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,9
 242,3000000,-19.265625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,9
@@ -2429,36 +2429,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-22.0,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,9
 242,9000000,-23.3125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,9
 242,10000000,-23.25,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,9
-243,1000000,-23.546875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-243,2000000,-23.578125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-243,3000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-243,4000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-243,5000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-243,6000000,-23.5625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-243,7000000,-23.53125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-243,8000000,-23.390625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-243,9000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-243,10000000,-23.4375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,9
-244,1000000,-18.703125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-244,2000000,-19.75,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-244,3000000,-18.515625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-244,4000000,-18.75,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-244,5000000,-17.734375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-244,6000000,-18.6875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-244,7000000,-19.171875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-244,8000000,-17.484375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-244,9000000,-18.625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-244,10000000,-17.59375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,9
-245,1000000,-23.453125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
-245,2000000,-23.515625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
-245,3000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
-245,4000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
-245,5000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
-245,6000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
-245,7000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
-245,8000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
-245,9000000,-23.84375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
-245,10000000,-22.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,9
+243,1000000,-23.546875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+243,2000000,-23.578125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+243,3000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+243,4000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+243,5000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+243,6000000,-23.5625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+243,7000000,-23.53125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+243,8000000,-23.390625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+243,9000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+243,10000000,-23.4375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,9
+244,1000000,-18.703125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+244,2000000,-19.75,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+244,3000000,-18.515625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+244,4000000,-18.75,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+244,5000000,-17.734375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+244,6000000,-18.6875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+244,7000000,-19.171875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+244,8000000,-17.484375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+244,9000000,-18.625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+244,10000000,-17.59375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,9
+245,1000000,-23.453125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
+245,2000000,-23.515625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
+245,3000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
+245,4000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
+245,5000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
+245,6000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
+245,7000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
+245,8000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
+245,9000000,-23.84375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
+245,10000000,-22.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,9
 246,1000000,-23.953125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
 246,2000000,-23.421875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
 246,3000000,-23.953125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
@@ -2469,46 +2469,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.75,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
 246,9000000,-23.9375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
 246,10000000,-23.96875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
-247,1000000,-19.8125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,2000000,-18.75,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,3000000,-18.546875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,4000000,-19.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,5000000,-18.8125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,6000000,-17.59375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,7000000,-18.84375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,8000000,-17.71875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,9000000,-16.296875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,10000000,-17.53125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-248,1000000,-22.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-248,2000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-248,3000000,-23.09375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-248,4000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-248,5000000,-23.90625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-248,6000000,-23.46875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-248,7000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-248,8000000,-23.390625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-248,9000000,-23.203125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-248,10000000,-23.875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,9
-249,1000000,-19.4375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-249,2000000,-19.078125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-249,3000000,-18.234375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-249,4000000,-15.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-249,5000000,-17.296875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-249,6000000,-18.0625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-249,7000000,-17.796875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-249,8000000,-17.234375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-249,9000000,-15.03125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-249,10000000,-15.296875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,9
-250,1000000,-23.328125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
-250,2000000,-23.375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
-250,3000000,-23.984375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
-250,4000000,-23.84375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
-250,5000000,-23.4375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
-250,6000000,-23.09375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
-250,7000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
-250,8000000,-23.90625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
-250,9000000,-23.40625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
-250,10000000,-23.5,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,9
+247,1000000,-19.8125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+247,2000000,-18.75,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+247,3000000,-18.546875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+247,4000000,-19.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+247,5000000,-18.8125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+247,6000000,-17.59375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+247,7000000,-18.84375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+247,8000000,-17.71875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+247,9000000,-16.296875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+247,10000000,-17.53125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,9
+248,1000000,-22.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+248,2000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+248,3000000,-23.09375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+248,4000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+248,5000000,-23.90625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+248,6000000,-23.46875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+248,7000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+248,8000000,-23.390625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+248,9000000,-23.203125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+248,10000000,-23.875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,9
+249,1000000,-19.4375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+249,2000000,-19.078125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+249,3000000,-18.234375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+249,4000000,-15.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+249,5000000,-17.296875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+249,6000000,-18.0625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+249,7000000,-17.796875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+249,8000000,-17.234375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+249,9000000,-15.03125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+249,10000000,-15.296875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,9
+250,1000000,-23.328125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,2000000,-23.375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,3000000,-23.984375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,4000000,-23.84375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,5000000,-23.4375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,6000000,-23.09375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,7000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,8000000,-23.90625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,9000000,-23.40625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,10000000,-23.5,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
 251,1000000,-22.3125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
 251,2000000,-23.25,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
 251,3000000,-22.875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
@@ -2519,16 +2519,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-22.59375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
 251,9000000,-23.921875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
 251,10000000,-22.09375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
-252,1000000,-23.5,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,2000000,-23.46875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,3000000,-23.5625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,4000000,-23.421875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,5000000,-23.546875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,6000000,-23.71875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,7000000,-23.578125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,8000000,-23.53125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,9000000,-23.625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,10000000,-23.265625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
+252,1000000,-23.5,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,2000000,-23.46875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,3000000,-23.5625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,4000000,-23.421875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,5000000,-23.546875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,6000000,-23.71875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,7000000,-23.578125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,8000000,-23.53125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,9000000,-23.625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,10000000,-23.265625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
 253,1000000,-23.078125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
 253,2000000,-21.625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
 253,3000000,-23.859375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
@@ -2539,66 +2539,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-23.9375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
 253,9000000,-23.671875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
 253,10000000,-23.390625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
-254,1000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,2000000,-23.34375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,3000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,4000000,-23.546875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,5000000,-23.21875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,6000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,7000000,-23.640625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,8000000,-23.765625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,9000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,10000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-255,1000000,-23.609375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-255,2000000,-23.515625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-255,3000000,-23.984375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-255,4000000,-23.890625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-255,5000000,-23.515625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-255,6000000,-23.0625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-255,7000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-255,8000000,-23.875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-255,9000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-255,10000000,-23.609375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,9
-0,1000000,-23.265625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-0,2000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-0,3000000,-23.96875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-0,4000000,-23.28125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-0,5000000,-23.921875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-0,6000000,-23.921875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-0,7000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-0,8000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-0,9000000,-23.25,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-0,10000000,-23.578125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,0
-1,1000000,-19.828125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-1,2000000,-20.953125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-1,3000000,-17.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-1,4000000,-17.578125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-1,5000000,-18.6875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-1,6000000,-18.4375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-1,7000000,-18.53125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-1,8000000,-17.640625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-1,9000000,-17.515625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-1,10000000,-18.65625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,0
-2,1000000,-23.4375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-2,2000000,-22.21875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-2,3000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-2,4000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-2,5000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-2,6000000,-23.84375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-2,7000000,-22.171875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-2,8000000,-21.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-2,9000000,-20.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-2,10000000,-23.140625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,0
-3,1000000,-17.859375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
-3,2000000,-19.5,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
-3,3000000,-17.875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
-3,4000000,-19.65625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
-3,5000000,-15.84375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
-3,6000000,-16.859375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
-3,7000000,-12.328125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
-3,8000000,-15.15625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
-3,9000000,-12.96875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
-3,10000000,-13.28125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,0
+254,1000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+254,2000000,-23.34375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+254,3000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+254,4000000,-23.546875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+254,5000000,-23.21875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+254,6000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+254,7000000,-23.640625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+254,8000000,-23.765625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+254,9000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+254,10000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,9
+255,1000000,-23.609375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+255,2000000,-23.515625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+255,3000000,-23.984375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+255,4000000,-23.890625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+255,5000000,-23.515625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+255,6000000,-23.0625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+255,7000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+255,8000000,-23.875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+255,9000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+255,10000000,-23.609375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,9
+0,1000000,-23.265625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+0,2000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+0,3000000,-23.96875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+0,4000000,-23.28125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+0,5000000,-23.921875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+0,6000000,-23.921875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+0,7000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+0,8000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+0,9000000,-23.25,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+0,10000000,-23.578125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,0
+1,1000000,-19.828125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+1,2000000,-20.953125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+1,3000000,-17.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+1,4000000,-17.578125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+1,5000000,-18.6875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+1,6000000,-18.4375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+1,7000000,-18.53125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+1,8000000,-17.640625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+1,9000000,-17.515625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+1,10000000,-18.65625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,0
+2,1000000,-23.4375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+2,2000000,-22.21875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+2,3000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+2,4000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+2,5000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+2,6000000,-23.84375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+2,7000000,-22.171875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+2,8000000,-21.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+2,9000000,-20.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+2,10000000,-23.140625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,0
+3,1000000,-17.859375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
+3,2000000,-19.5,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
+3,3000000,-17.875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
+3,4000000,-19.65625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
+3,5000000,-15.84375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
+3,6000000,-16.859375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
+3,7000000,-12.328125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
+3,8000000,-15.15625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
+3,9000000,-12.96875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
+3,10000000,-13.28125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,0
 4,1000000,-23.578125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,0
 4,2000000,-23.421875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,0
 4,3000000,-23.96875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,0
@@ -2619,56 +2619,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-17.984375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,0
 5,9000000,-19.125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,0
 5,10000000,-17.8125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,0
-6,1000000,-17.515625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-6,2000000,-16.28125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-6,3000000,-17.375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-6,4000000,-16.6875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-6,5000000,-17.046875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-6,6000000,-16.921875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-6,7000000,-14.265625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-6,8000000,-11.921875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-6,9000000,-12.6875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-6,10000000,-11.015625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,0
-7,1000000,-23.796875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-7,2000000,-23.953125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-7,3000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-7,4000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-7,5000000,-23.3125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-7,6000000,-23.53125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-7,7000000,-23.890625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-7,8000000,-23.453125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-7,9000000,-23.578125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-7,10000000,-23.5,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,0
-8,1000000,-23.59375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-8,2000000,-23.953125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-8,3000000,-23.234375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-8,4000000,-23.921875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-8,5000000,-23.75,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-8,6000000,-23.734375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-8,7000000,-23.90625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-8,8000000,-23.515625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-8,9000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-8,10000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,0
-9,1000000,-23.140625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-9,2000000,-23.25,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-9,3000000,-22.859375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-9,4000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-9,5000000,-23.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-9,6000000,-24.0,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-9,7000000,-23.453125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-9,8000000,-23.625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-9,9000000,-23.515625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-9,10000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,0
-10,1000000,-22.21875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
-10,2000000,-20.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
-10,3000000,-22.5625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
-10,4000000,-23.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
-10,5000000,-23.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
-10,6000000,-23.3125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
-10,7000000,-23.40625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
-10,8000000,-23.84375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
-10,9000000,-23.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
-10,10000000,-23.40625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,0
+6,1000000,-17.515625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+6,2000000,-16.28125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+6,3000000,-17.375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+6,4000000,-16.6875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+6,5000000,-17.046875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+6,6000000,-16.921875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+6,7000000,-14.265625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+6,8000000,-11.921875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+6,9000000,-12.6875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+6,10000000,-11.015625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,0
+7,1000000,-23.796875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+7,2000000,-23.953125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+7,3000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+7,4000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+7,5000000,-23.3125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+7,6000000,-23.53125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+7,7000000,-23.890625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+7,8000000,-23.453125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+7,9000000,-23.578125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+7,10000000,-23.5,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,0
+8,1000000,-23.59375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+8,2000000,-23.953125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+8,3000000,-23.234375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+8,4000000,-23.921875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+8,5000000,-23.75,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+8,6000000,-23.734375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+8,7000000,-23.90625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+8,8000000,-23.515625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+8,9000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+8,10000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,0
+9,1000000,-23.140625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+9,2000000,-23.25,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+9,3000000,-22.859375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+9,4000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+9,5000000,-23.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+9,6000000,-24.0,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+9,7000000,-23.453125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+9,8000000,-23.625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+9,9000000,-23.515625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+9,10000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,0
+10,1000000,-22.21875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
+10,2000000,-20.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
+10,3000000,-22.5625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
+10,4000000,-23.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
+10,5000000,-23.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
+10,6000000,-23.3125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
+10,7000000,-23.40625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
+10,8000000,-23.84375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
+10,9000000,-23.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
+10,10000000,-23.40625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,0
 11,1000000,-23.40625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
 11,2000000,-23.671875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
 11,3000000,-22.5,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
@@ -2679,26 +2679,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-19.53125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
 11,9000000,-23.359375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
 11,10000000,-23.5625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
-12,1000000,-23.4375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-12,2000000,-23.453125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-12,3000000,-22.859375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-12,4000000,-23.296875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-12,5000000,-23.015625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-12,6000000,-23.453125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-12,7000000,-23.375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-12,8000000,-23.546875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-12,9000000,-23.46875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-12,10000000,-23.515625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,0
-13,1000000,-23.125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
-13,2000000,-22.921875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
-13,3000000,-23.234375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
-13,4000000,-23.03125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
-13,5000000,-22.765625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
-13,6000000,-22.96875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
-13,7000000,-23.015625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
-13,8000000,-21.703125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
-13,9000000,-23.28125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
-13,10000000,-23.46875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,0
+12,1000000,-23.4375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+12,2000000,-23.453125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+12,3000000,-22.859375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+12,4000000,-23.296875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+12,5000000,-23.015625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+12,6000000,-23.453125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+12,7000000,-23.375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+12,8000000,-23.546875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+12,9000000,-23.46875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+12,10000000,-23.515625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,0
+13,1000000,-23.125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
+13,2000000,-22.921875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
+13,3000000,-23.234375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
+13,4000000,-23.03125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
+13,5000000,-22.765625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
+13,6000000,-22.96875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
+13,7000000,-23.015625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
+13,8000000,-21.703125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
+13,9000000,-23.28125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
+13,10000000,-23.46875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,0
 14,1000000,-18.671875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
 14,2000000,-16.765625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
 14,3000000,-18.296875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
@@ -2709,26 +2709,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-17.796875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
 14,9000000,-17.125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
 14,10000000,-15.546875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
-15,1000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-15,2000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-15,3000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-15,4000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-15,5000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-15,6000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-15,7000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-15,8000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-15,9000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-15,10000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,0
-16,1000000,-20.03125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
-16,2000000,-17.9375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
-16,3000000,-19.5,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
-16,4000000,-19.0,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
-16,5000000,-17.5625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
-16,6000000,-16.53125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
-16,7000000,-16.78125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
-16,8000000,-16.984375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
-16,9000000,-16.78125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
-16,10000000,-18.234375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,0
+15,1000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+15,2000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+15,3000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+15,4000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+15,5000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+15,6000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+15,7000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+15,8000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+15,9000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+15,10000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,0
+16,1000000,-20.03125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
+16,2000000,-17.9375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
+16,3000000,-19.5,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
+16,4000000,-19.0,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
+16,5000000,-17.5625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
+16,6000000,-16.53125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
+16,7000000,-16.78125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
+16,8000000,-16.984375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
+16,9000000,-16.78125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
+16,10000000,-18.234375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,0
 17,1000000,-23.859375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
 17,2000000,-23.90625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
 17,3000000,-23.78125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
@@ -2739,26 +2739,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-22.265625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
 17,9000000,-22.9375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
 17,10000000,-23.484375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
-18,1000000,-23.921875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-18,2000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-18,3000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-18,4000000,-23.875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-18,5000000,-23.828125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-18,6000000,-23.953125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-18,7000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-18,8000000,-23.828125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-18,9000000,-23.890625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-18,10000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,0
-19,1000000,-23.59375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
-19,2000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
-19,3000000,-23.46875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
-19,4000000,-23.453125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
-19,5000000,-22.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
-19,6000000,-23.65625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
-19,7000000,-23.171875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
-19,8000000,-23.125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
-19,9000000,-23.53125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
-19,10000000,-23.296875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,0
+18,1000000,-23.921875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+18,2000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+18,3000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+18,4000000,-23.875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+18,5000000,-23.828125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+18,6000000,-23.953125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+18,7000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+18,8000000,-23.828125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+18,9000000,-23.890625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+18,10000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,0
+19,1000000,-23.59375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
+19,2000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
+19,3000000,-23.46875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
+19,4000000,-23.453125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
+19,5000000,-22.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
+19,6000000,-23.65625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
+19,7000000,-23.171875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
+19,8000000,-23.125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
+19,9000000,-23.53125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
+19,10000000,-23.296875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,0
 20,1000000,-23.46875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
 20,2000000,-23.796875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
 20,3000000,-23.1875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
@@ -2769,76 +2769,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-16.421875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
 20,9000000,-21.15625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
 20,10000000,-23.984375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
-21,1000000,-23.8125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-21,2000000,-23.9375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-21,3000000,-23.859375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-21,4000000,-23.078125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-21,5000000,-23.375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-21,6000000,-22.890625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-21,7000000,-23.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-21,8000000,-23.625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-21,9000000,-23.984375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-21,10000000,-23.53125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,0
-22,1000000,-18.9375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-22,2000000,-17.90625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-22,3000000,-17.921875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-22,4000000,-17.828125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-22,5000000,-17.640625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-22,6000000,-16.625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-22,7000000,-17.703125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-22,8000000,-16.578125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-22,9000000,-16.5625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-22,10000000,-17.671875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,0
-23,1000000,-16.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-23,2000000,-16.953125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-23,3000000,-16.78125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-23,4000000,-16.609375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-23,5000000,-17.609375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-23,6000000,-15.78125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-23,7000000,-13.703125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-23,8000000,-14.5625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-23,9000000,-13.203125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-23,10000000,-14.296875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,0
-24,1000000,-24.0,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-24,2000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-24,3000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-24,4000000,-23.65625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-24,5000000,-23.984375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-24,6000000,-23.984375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-24,7000000,-23.59375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-24,8000000,-23.375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-24,9000000,-23.515625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-24,10000000,-23.71875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,0
-25,1000000,-17.359375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-25,2000000,-17.09375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-25,3000000,-18.546875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-25,4000000,-22.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-25,5000000,-21.65625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-25,6000000,-23.109375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-25,7000000,-19.75,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-25,8000000,-23.515625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-25,9000000,-22.765625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-25,10000000,-23.265625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,0
-26,1000000,-23.25,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-26,2000000,-23.484375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-26,3000000,-23.3125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-26,4000000,-22.765625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-26,5000000,-22.828125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-26,6000000,-23.09375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-26,7000000,-21.96875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-26,8000000,-21.390625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-26,9000000,-23.078125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-26,10000000,-23.65625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,0
-27,1000000,-21.734375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
-27,2000000,-22.828125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
-27,3000000,-22.28125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
-27,4000000,-23.546875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
-27,5000000,-21.078125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
-27,6000000,-20.84375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
-27,7000000,-21.71875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
-27,8000000,-21.859375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
-27,9000000,-20.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
-27,10000000,-21.03125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,0
+21,1000000,-23.8125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+21,2000000,-23.9375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+21,3000000,-23.859375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+21,4000000,-23.078125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+21,5000000,-23.375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+21,6000000,-22.890625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+21,7000000,-23.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+21,8000000,-23.625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+21,9000000,-23.984375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+21,10000000,-23.53125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,0
+22,1000000,-18.9375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+22,2000000,-17.90625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+22,3000000,-17.921875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+22,4000000,-17.828125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+22,5000000,-17.640625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+22,6000000,-16.625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+22,7000000,-17.703125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+22,8000000,-16.578125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+22,9000000,-16.5625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+22,10000000,-17.671875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,0
+23,1000000,-16.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+23,2000000,-16.953125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+23,3000000,-16.78125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+23,4000000,-16.609375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+23,5000000,-17.609375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+23,6000000,-15.78125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+23,7000000,-13.703125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+23,8000000,-14.5625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+23,9000000,-13.203125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+23,10000000,-14.296875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,0
+24,1000000,-24.0,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+24,2000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+24,3000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+24,4000000,-23.65625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+24,5000000,-23.984375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+24,6000000,-23.984375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+24,7000000,-23.59375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+24,8000000,-23.375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+24,9000000,-23.515625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+24,10000000,-23.71875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,0
+25,1000000,-17.359375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+25,2000000,-17.09375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+25,3000000,-18.546875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+25,4000000,-22.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+25,5000000,-21.65625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+25,6000000,-23.109375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+25,7000000,-19.75,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+25,8000000,-23.515625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+25,9000000,-22.765625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+25,10000000,-23.265625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,0
+26,1000000,-23.25,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+26,2000000,-23.484375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+26,3000000,-23.3125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+26,4000000,-22.765625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+26,5000000,-22.828125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+26,6000000,-23.09375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+26,7000000,-21.96875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+26,8000000,-21.390625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+26,9000000,-23.078125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+26,10000000,-23.65625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,0
+27,1000000,-21.734375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
+27,2000000,-22.828125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
+27,3000000,-22.28125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
+27,4000000,-23.546875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
+27,5000000,-21.078125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
+27,6000000,-20.84375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
+27,7000000,-21.71875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
+27,8000000,-21.859375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
+27,9000000,-20.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
+27,10000000,-21.03125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,0
 28,1000000,-23.65625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,0
 28,2000000,-22.546875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,0
 28,3000000,-20.78125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,0
@@ -2849,56 +2849,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-21.71875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,0
 28,9000000,-21.0625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,0
 28,10000000,-23.46875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,0
-29,1000000,-23.03125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-29,2000000,-22.015625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-29,3000000,-23.375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-29,4000000,-23.734375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-29,5000000,-22.40625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-29,6000000,-23.4375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-29,7000000,-23.5625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-29,8000000,-23.546875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-29,9000000,-23.5625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-29,10000000,-22.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,0
-30,1000000,-23.09375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-30,2000000,-23.90625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-30,3000000,-23.71875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-30,4000000,-23.640625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-30,5000000,-23.9375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-30,6000000,-22.875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-30,7000000,-23.921875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-30,8000000,-23.84375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-30,9000000,-23.390625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-30,10000000,-23.796875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,0
-31,1000000,-23.46875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-31,2000000,-23.5,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-31,3000000,-23.578125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-31,4000000,-23.578125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-31,5000000,-23.453125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-31,6000000,-23.375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-31,7000000,-23.421875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-31,8000000,-23.34375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-31,9000000,-23.40625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-31,10000000,-23.421875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,0
-32,1000000,-23.4375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-32,2000000,-23.421875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-32,3000000,-22.921875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-32,4000000,-22.78125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-32,5000000,-23.640625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-32,6000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-32,7000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-32,8000000,-23.75,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-32,9000000,-23.984375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-32,10000000,-22.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,0
-33,1000000,-22.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
-33,2000000,-22.96875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
-33,3000000,-23.53125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
-33,4000000,-23.171875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
-33,5000000,-21.265625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
-33,6000000,-20.671875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
-33,7000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
-33,8000000,-23.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
-33,9000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
-33,10000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,0
+29,1000000,-23.03125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+29,2000000,-22.015625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+29,3000000,-23.375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+29,4000000,-23.734375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+29,5000000,-22.40625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+29,6000000,-23.4375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+29,7000000,-23.5625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+29,8000000,-23.546875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+29,9000000,-23.5625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+29,10000000,-22.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,0
+30,1000000,-23.09375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+30,2000000,-23.90625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+30,3000000,-23.71875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+30,4000000,-23.640625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+30,5000000,-23.9375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+30,6000000,-22.875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+30,7000000,-23.921875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+30,8000000,-23.84375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+30,9000000,-23.390625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+30,10000000,-23.796875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,0
+31,1000000,-23.46875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+31,2000000,-23.5,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+31,3000000,-23.578125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+31,4000000,-23.578125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+31,5000000,-23.453125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+31,6000000,-23.375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+31,7000000,-23.421875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+31,8000000,-23.34375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+31,9000000,-23.40625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+31,10000000,-23.421875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,0
+32,1000000,-23.4375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+32,2000000,-23.421875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+32,3000000,-22.921875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+32,4000000,-22.78125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+32,5000000,-23.640625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+32,6000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+32,7000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+32,8000000,-23.75,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+32,9000000,-23.984375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+32,10000000,-22.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,0
+33,1000000,-22.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
+33,2000000,-22.96875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
+33,3000000,-23.53125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
+33,4000000,-23.171875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
+33,5000000,-21.265625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
+33,6000000,-20.671875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
+33,7000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
+33,8000000,-23.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
+33,9000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
+33,10000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,0
 34,1000000,-21.546875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,0
 34,2000000,-19.140625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,0
 34,3000000,-19.171875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,0
@@ -2909,96 +2909,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-18.109375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,0
 34,9000000,-18.515625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,0
 34,10000000,-17.90625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,0
-35,1000000,-23.84375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-35,2000000,-23.984375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-35,3000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-35,4000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-35,5000000,-23.875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-35,6000000,-23.90625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-35,7000000,-23.59375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-35,8000000,-23.875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-35,9000000,-23.484375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-35,10000000,-22.84375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,0
-36,1000000,-22.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-36,2000000,-23.578125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-36,3000000,-23.84375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-36,4000000,-23.625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-36,5000000,-23.921875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-36,6000000,-23.28125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-36,7000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-36,8000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-36,9000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-36,10000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,0
-37,1000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-37,2000000,-23.875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-37,3000000,-23.75,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-37,4000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-37,5000000,-23.8125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-37,6000000,-23.828125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-37,7000000,-23.75,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-37,8000000,-23.890625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-37,9000000,-23.84375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-37,10000000,-23.71875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,0
-38,1000000,-21.703125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-38,2000000,-20.328125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-38,3000000,-18.21875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-38,4000000,-19.609375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-38,5000000,-16.6875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-38,6000000,-18.234375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-38,7000000,-18.390625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-38,8000000,-16.75,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-38,9000000,-15.625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-38,10000000,-14.96875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,0
-39,1000000,-23.109375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-39,2000000,-23.328125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-39,3000000,-23.15625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-39,4000000,-23.421875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-39,5000000,-23.15625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-39,6000000,-23.203125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-39,7000000,-23.25,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-39,8000000,-23.078125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-39,9000000,-23.203125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-39,10000000,-23.265625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,0
-40,1000000,-21.640625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-40,2000000,-18.6875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-40,3000000,-18.1875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-40,4000000,-18.15625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-40,5000000,-18.65625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-40,6000000,-18.046875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-40,7000000,-18.46875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-40,8000000,-19.40625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-40,9000000,-18.8125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-40,10000000,-17.71875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,0
-41,1000000,-23.171875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-41,2000000,-23.578125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-41,3000000,-23.953125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-41,4000000,-23.859375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-41,5000000,-23.5,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-41,6000000,-23.984375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-41,7000000,-23.953125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-41,8000000,-23.890625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-41,9000000,-23.8125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-41,10000000,-23.640625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,0
-42,1000000,-18.96875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-42,2000000,-14.859375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-42,3000000,-17.703125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-42,4000000,-18.640625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-42,5000000,-17.3125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-42,6000000,-18.65625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-42,7000000,-18.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-42,8000000,-17.5625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-42,9000000,-18.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-42,10000000,-14.875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,0
-43,1000000,-23.984375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
-43,2000000,-23.484375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
-43,3000000,-23.59375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
-43,4000000,-23.546875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
-43,5000000,-23.28125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
-43,6000000,-23.28125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
-43,7000000,-23.5,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
-43,8000000,-23.140625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
-43,9000000,-23.09375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
-43,10000000,-22.578125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,0
+35,1000000,-23.84375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+35,2000000,-23.984375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+35,3000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+35,4000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+35,5000000,-23.875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+35,6000000,-23.90625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+35,7000000,-23.59375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+35,8000000,-23.875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+35,9000000,-23.484375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+35,10000000,-22.84375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,0
+36,1000000,-22.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+36,2000000,-23.578125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+36,3000000,-23.84375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+36,4000000,-23.625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+36,5000000,-23.921875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+36,6000000,-23.28125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+36,7000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+36,8000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+36,9000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+36,10000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,0
+37,1000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+37,2000000,-23.875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+37,3000000,-23.75,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+37,4000000,-23.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+37,5000000,-23.8125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+37,6000000,-23.828125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+37,7000000,-23.75,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+37,8000000,-23.890625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+37,9000000,-23.84375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+37,10000000,-23.71875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,0
+38,1000000,-21.703125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+38,2000000,-20.328125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+38,3000000,-18.21875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+38,4000000,-19.609375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+38,5000000,-16.6875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+38,6000000,-18.234375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+38,7000000,-18.390625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+38,8000000,-16.75,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+38,9000000,-15.625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+38,10000000,-14.96875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,0
+39,1000000,-23.109375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+39,2000000,-23.328125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+39,3000000,-23.15625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+39,4000000,-23.421875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+39,5000000,-23.15625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+39,6000000,-23.203125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+39,7000000,-23.25,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+39,8000000,-23.078125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+39,9000000,-23.203125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+39,10000000,-23.265625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,0
+40,1000000,-21.640625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+40,2000000,-18.6875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+40,3000000,-18.1875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+40,4000000,-18.15625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+40,5000000,-18.65625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+40,6000000,-18.046875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+40,7000000,-18.46875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+40,8000000,-19.40625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+40,9000000,-18.8125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+40,10000000,-17.71875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,0
+41,1000000,-23.171875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+41,2000000,-23.578125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+41,3000000,-23.953125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+41,4000000,-23.859375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+41,5000000,-23.5,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+41,6000000,-23.984375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+41,7000000,-23.953125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+41,8000000,-23.890625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+41,9000000,-23.8125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+41,10000000,-23.640625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,0
+42,1000000,-18.96875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+42,2000000,-14.859375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+42,3000000,-17.703125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+42,4000000,-18.640625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+42,5000000,-17.3125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+42,6000000,-18.65625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+42,7000000,-18.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+42,8000000,-17.5625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+42,9000000,-18.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+42,10000000,-14.875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,0
+43,1000000,-23.984375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
+43,2000000,-23.484375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
+43,3000000,-23.59375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
+43,4000000,-23.546875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
+43,5000000,-23.28125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
+43,6000000,-23.28125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
+43,7000000,-23.5,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
+43,8000000,-23.140625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
+43,9000000,-23.09375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
+43,10000000,-22.578125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,0
 44,1000000,-23.140625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,0
 44,2000000,-23.734375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,0
 44,3000000,-23.484375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,0
@@ -3009,56 +3009,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.53125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,0
 44,9000000,-23.375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,0
 44,10000000,-23.734375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,0
-45,1000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-45,2000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-45,3000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-45,4000000,-23.125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-45,5000000,-23.578125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-45,6000000,-23.484375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-45,7000000,-23.546875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-45,8000000,-23.453125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-45,9000000,-23.453125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-45,10000000,-23.4375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,0
-46,1000000,-19.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-46,2000000,-20.265625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-46,3000000,-18.609375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-46,4000000,-20.21875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-46,5000000,-19.625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-46,6000000,-20.640625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-46,7000000,-18.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-46,8000000,-18.15625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-46,9000000,-19.890625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-46,10000000,-21.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,0
-47,1000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-47,2000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-47,3000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-47,4000000,-23.5,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-47,5000000,-23.34375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-47,6000000,-23.90625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-47,7000000,-23.5,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-47,8000000,-23.078125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-47,9000000,-23.5625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-47,10000000,-23.59375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,0
-48,1000000,-17.765625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-48,2000000,-19.21875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-48,3000000,-18.03125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-48,4000000,-19.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-48,5000000,-18.4375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-48,6000000,-20.03125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-48,7000000,-16.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-48,8000000,-18.78125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-48,9000000,-15.671875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-48,10000000,-17.609375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,0
-49,1000000,-23.953125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
-49,2000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
-49,3000000,-23.984375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
-49,4000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
-49,5000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
-49,6000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
-49,7000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
-49,8000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
-49,9000000,-23.984375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
-49,10000000,-23.9375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,0
+45,1000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+45,2000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+45,3000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+45,4000000,-23.125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+45,5000000,-23.578125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+45,6000000,-23.484375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+45,7000000,-23.546875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+45,8000000,-23.453125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+45,9000000,-23.453125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+45,10000000,-23.4375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,0
+46,1000000,-19.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+46,2000000,-20.265625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+46,3000000,-18.609375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+46,4000000,-20.21875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+46,5000000,-19.625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+46,6000000,-20.640625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+46,7000000,-18.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+46,8000000,-18.15625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+46,9000000,-19.890625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+46,10000000,-21.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,0
+47,1000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+47,2000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+47,3000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+47,4000000,-23.5,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+47,5000000,-23.34375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+47,6000000,-23.90625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+47,7000000,-23.5,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+47,8000000,-23.078125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+47,9000000,-23.5625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+47,10000000,-23.59375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,0
+48,1000000,-17.765625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+48,2000000,-19.21875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+48,3000000,-18.03125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+48,4000000,-19.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+48,5000000,-18.4375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+48,6000000,-20.03125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+48,7000000,-16.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+48,8000000,-18.78125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+48,9000000,-15.671875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+48,10000000,-17.609375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,0
+49,1000000,-23.953125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,2000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,3000000,-23.984375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,4000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,5000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,6000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,7000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,8000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,9000000,-23.984375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,10000000,-23.9375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
 50,1000000,-22.90625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
 50,2000000,-23.8125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
 50,3000000,-23.203125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
@@ -3069,26 +3069,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-23.921875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
 50,9000000,-23.34375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
 50,10000000,-23.09375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
-51,1000000,-23.953125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,2000000,-23.890625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,3000000,-23.578125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,4000000,-23.328125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,5000000,-22.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,6000000,-22.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,7000000,-22.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,8000000,-23.09375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,9000000,-23.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,10000000,-22.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-52,1000000,-17.0,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
-52,2000000,-17.8125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
-52,3000000,-17.453125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
-52,4000000,-18.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
-52,5000000,-16.671875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
-52,6000000,-16.421875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
-52,7000000,-13.140625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
-52,8000000,-14.46875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
-52,9000000,-11.21875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
-52,10000000,-10.953125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
+51,1000000,-23.953125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+51,2000000,-23.890625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+51,3000000,-23.578125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+51,4000000,-23.328125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+51,5000000,-22.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+51,6000000,-22.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+51,7000000,-22.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+51,8000000,-23.09375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+51,9000000,-23.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+51,10000000,-22.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,0
+52,1000000,-17.0,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,2000000,-17.8125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,3000000,-17.453125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,4000000,-18.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,5000000,-16.671875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,6000000,-16.421875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,7000000,-13.140625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,8000000,-14.46875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,9000000,-11.21875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,10000000,-10.953125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
 53,1000000,-23.984375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,0
 53,2000000,-23.90625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,0
 53,3000000,-22.921875,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,0
@@ -3109,16 +3109,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-17.140625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,0
 54,9000000,-14.96875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,0
 54,10000000,-17.375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,0
-55,1000000,-19.84375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,2000000,-15.515625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,3000000,-17.84375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,4000000,-17.875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,5000000,-17.390625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,6000000,-17.625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,7000000,-17.84375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,8000000,-17.703125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,9000000,-17.453125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,10000000,-17.984375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
+55,1000000,-19.84375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,2000000,-15.515625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,3000000,-17.84375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,4000000,-17.875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,5000000,-17.390625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,6000000,-17.625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,7000000,-17.84375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,8000000,-17.703125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,9000000,-17.453125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,10000000,-17.984375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
 56,1000000,-22.25,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
 56,2000000,-23.28125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
 56,3000000,-22.75,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
@@ -3129,16 +3129,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-23.921875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
 56,9000000,-23.515625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
 56,10000000,-23.96875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
-57,1000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,2000000,-23.515625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,3000000,-23.453125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,4000000,-22.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,5000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,6000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,7000000,-23.203125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,8000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,9000000,-23.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,10000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
+57,1000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,2000000,-23.515625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,3000000,-23.453125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,4000000,-22.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,5000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,6000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,7000000,-23.203125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,8000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,9000000,-23.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,10000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
 58,1000000,-22.171875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
 58,2000000,-20.296875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
 58,3000000,-19.84375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
@@ -3149,26 +3149,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-13.4375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
 58,9000000,-18.0625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
 58,10000000,-15.421875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
-59,1000000,-23.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,2000000,-23.5625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,3000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,4000000,-23.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,5000000,-23.6875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,6000000,-23.578125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,7000000,-23.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,8000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,9000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,10000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-60,1000000,-22.328125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,2000000,-21.203125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,3000000,-23.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,4000000,-22.546875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,5000000,-23.453125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,6000000,-22.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,7000000,-22.21875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,8000000,-20.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,9000000,-23.46875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,10000000,-23.1875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
+59,1000000,-23.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,2000000,-23.5625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,3000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,4000000,-23.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,5000000,-23.6875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,6000000,-23.578125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,7000000,-23.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,8000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,9000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,10000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+60,1000000,-22.328125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,2000000,-21.203125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,3000000,-23.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,4000000,-22.546875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,5000000,-23.453125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,6000000,-22.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,7000000,-22.21875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,8000000,-20.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,9000000,-23.46875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,10000000,-23.1875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
 61,1000000,-19.03125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
 61,2000000,-18.1875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
 61,3000000,-17.984375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
@@ -3179,16 +3179,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-13.015625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
 61,9000000,-9.515625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
 61,10000000,-1.015625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
-62,1000000,-23.53125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,2000000,-23.578125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,3000000,-23.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,4000000,-22.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,5000000,-23.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,6000000,-23.203125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,7000000,-23.109375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,8000000,-22.984375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,9000000,-22.984375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,10000000,-23.078125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
+62,1000000,-23.53125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,2000000,-23.578125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,3000000,-23.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,4000000,-22.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,5000000,-23.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,6000000,-23.203125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,7000000,-23.109375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,8000000,-22.984375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,9000000,-22.984375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,10000000,-23.078125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
 63,1000000,-23.5,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
 63,2000000,-23.921875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
 63,3000000,-23.71875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
@@ -3199,16 +3199,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
 63,9000000,-23.453125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
 63,10000000,-23.4375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
-64,1000000,-21.03125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,2000000,-16.71875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,3000000,-17.578125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,4000000,-15.296875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,5000000,-16.78125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,6000000,-14.03125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,7000000,-16.453125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,8000000,-14.734375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,9000000,-16.140625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,10000000,-17.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
+64,1000000,-21.03125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,2000000,-16.71875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,3000000,-17.578125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,4000000,-15.296875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,5000000,-16.78125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,6000000,-14.03125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,7000000,-16.453125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,8000000,-14.734375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,9000000,-16.140625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,10000000,-17.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
 65,1000000,-20.90625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,0
 65,2000000,-19.25,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,0
 65,3000000,-19.09375,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,0
@@ -3229,16 +3229,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-22.3125,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,0
 66,9000000,-22.875,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,0
 66,10000000,-23.078125,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,0
-67,1000000,-23.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,2000000,-23.484375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,3000000,-23.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,4000000,-23.484375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,5000000,-23.609375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,6000000,-23.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,7000000,-23.375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,8000000,-23.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,9000000,-23.5625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,10000000,-23.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
+67,1000000,-23.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,2000000,-23.484375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,3000000,-23.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,4000000,-23.484375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,5000000,-23.609375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,6000000,-23.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,7000000,-23.375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,8000000,-23.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,9000000,-23.5625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,10000000,-23.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
 68,1000000,-23.953125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,0
 68,2000000,-23.828125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,0
 68,3000000,-23.578125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,0
@@ -3269,46 +3269,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-22.6875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,0
 70,9000000,-21.640625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,0
 70,10000000,-23.515625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,0
-71,1000000,-21.4375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,2000000,-21.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,3000000,-20.265625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,4000000,-18.421875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,5000000,-18.15625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,6000000,-16.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,7000000,-17.9375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,8000000,-17.421875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,9000000,-17.328125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,10000000,-17.75,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-72,1000000,-23.28125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,2000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,3000000,-23.8125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,4000000,-23.890625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,5000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,6000000,-23.234375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,7000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,8000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,9000000,-23.421875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,10000000,-23.921875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-73,1000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,2000000,-23.21875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,3000000,-23.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,4000000,-23.53125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,5000000,-23.5625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,6000000,-23.421875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,7000000,-23.46875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,8000000,-23.53125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,9000000,-23.53125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,10000000,-23.4375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-74,1000000,-20.09375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,2000000,-19.75,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,3000000,-23.5625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,4000000,-23.171875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,5000000,-23.859375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,6000000,-21.984375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,7000000,-21.421875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,8000000,-22.140625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,9000000,-22.796875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,10000000,-23.6875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
+71,1000000,-21.4375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,2000000,-21.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,3000000,-20.265625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,4000000,-18.421875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,5000000,-18.15625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,6000000,-16.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,7000000,-17.9375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,8000000,-17.421875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,9000000,-17.328125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,10000000,-17.75,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+72,1000000,-23.28125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,2000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,3000000,-23.8125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,4000000,-23.890625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,5000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,6000000,-23.234375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,7000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,8000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,9000000,-23.421875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,10000000,-23.921875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+73,1000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,2000000,-23.21875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,3000000,-23.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,4000000,-23.53125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,5000000,-23.5625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,6000000,-23.421875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,7000000,-23.46875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,8000000,-23.53125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,9000000,-23.53125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,10000000,-23.4375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+74,1000000,-20.09375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,2000000,-19.75,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,3000000,-23.5625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,4000000,-23.171875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,5000000,-23.859375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,6000000,-21.984375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,7000000,-21.421875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,8000000,-22.140625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,9000000,-22.796875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,10000000,-23.6875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
 75,1000000,-23.828125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,0
 75,2000000,-23.421875,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,0
 75,3000000,-23.390625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,0
@@ -3329,56 +3329,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-20.078125,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,0
 76,9000000,-18.71875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,0
 76,10000000,-20.328125,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,0
-77,1000000,-23.625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,2000000,-22.796875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,3000000,-22.75,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,4000000,-23.75,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,5000000,-23.53125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,6000000,-22.875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,7000000,-23.453125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,8000000,-22.21875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,9000000,-22.5625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,10000000,-23.484375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-78,1000000,-17.3125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,2000000,-19.59375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,3000000,-18.578125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,4000000,-18.390625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,5000000,-19.578125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,6000000,-20.453125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,7000000,-18.125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,8000000,-16.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,9000000,-16.828125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,10000000,-15.296875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-79,1000000,-18.421875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,2000000,-18.890625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,3000000,-17.734375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,4000000,-17.203125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,5000000,-17.484375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,6000000,-15.484375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,7000000,-17.890625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,8000000,-17.109375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,9000000,-17.9375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,10000000,-16.03125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-80,1000000,-20.484375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-80,2000000,-21.375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-80,3000000,-23.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-80,4000000,-23.953125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-80,5000000,-23.578125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-80,6000000,-22.0625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-80,7000000,-22.609375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-80,8000000,-23.25,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-80,9000000,-23.734375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-80,10000000,-22.0625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,0
-81,1000000,-22.140625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
-81,2000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
-81,3000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
-81,4000000,-23.53125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
-81,5000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
-81,6000000,-23.4375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
-81,7000000,-23.453125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
-81,8000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
-81,9000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
-81,10000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,0
+77,1000000,-23.625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+77,2000000,-22.796875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+77,3000000,-22.75,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+77,4000000,-23.75,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+77,5000000,-23.53125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+77,6000000,-22.875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+77,7000000,-23.453125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+77,8000000,-22.21875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+77,9000000,-22.5625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+77,10000000,-23.484375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,0
+78,1000000,-17.3125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+78,2000000,-19.59375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+78,3000000,-18.578125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+78,4000000,-18.390625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+78,5000000,-19.578125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+78,6000000,-20.453125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+78,7000000,-18.125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+78,8000000,-16.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+78,9000000,-16.828125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+78,10000000,-15.296875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,0
+79,1000000,-18.421875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+79,2000000,-18.890625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+79,3000000,-17.734375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+79,4000000,-17.203125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+79,5000000,-17.484375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+79,6000000,-15.484375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+79,7000000,-17.890625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+79,8000000,-17.109375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+79,9000000,-17.9375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+79,10000000,-16.03125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,0
+80,1000000,-20.484375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+80,2000000,-21.375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+80,3000000,-23.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+80,4000000,-23.953125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+80,5000000,-23.578125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+80,6000000,-22.0625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+80,7000000,-22.609375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+80,8000000,-23.25,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+80,9000000,-23.734375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+80,10000000,-22.0625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,0
+81,1000000,-22.140625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
+81,2000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
+81,3000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
+81,4000000,-23.53125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
+81,5000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
+81,6000000,-23.4375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
+81,7000000,-23.453125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
+81,8000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
+81,9000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
+81,10000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,0
 82,1000000,-17.609375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
 82,2000000,-18.34375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
 82,3000000,-17.8125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
@@ -3389,46 +3389,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-13.328125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
 82,9000000,-10.125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
 82,10000000,-8.8125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
-83,1000000,-23.5625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-83,2000000,-23.421875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-83,3000000,-23.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-83,4000000,-23.53125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-83,5000000,-22.546875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-83,6000000,-23.59375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-83,7000000,-22.859375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-83,8000000,-23.546875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-83,9000000,-23.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-83,10000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,0
-84,1000000,-23.8125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-84,2000000,-19.078125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-84,3000000,-18.328125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-84,4000000,-17.625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-84,5000000,-15.515625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-84,6000000,-18.640625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-84,7000000,-18.671875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-84,8000000,-17.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-84,9000000,-15.40625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-84,10000000,-14.484375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,0
-85,1000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-85,2000000,-24.0,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-85,3000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-85,4000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-85,5000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-85,6000000,-23.140625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-85,7000000,-23.84375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-85,8000000,-23.46875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-85,9000000,-23.578125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-85,10000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,0
-86,1000000,-18.96875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
-86,2000000,-17.34375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
-86,3000000,-20.171875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
-86,4000000,-18.875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
-86,5000000,-14.59375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
-86,6000000,-13.953125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
-86,7000000,-14.84375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
-86,8000000,-17.453125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
-86,9000000,-15.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
-86,10000000,-15.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,0
+83,1000000,-23.5625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+83,2000000,-23.421875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+83,3000000,-23.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+83,4000000,-23.53125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+83,5000000,-22.546875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+83,6000000,-23.59375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+83,7000000,-22.859375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+83,8000000,-23.546875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+83,9000000,-23.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+83,10000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,0
+84,1000000,-23.8125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+84,2000000,-19.078125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+84,3000000,-18.328125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+84,4000000,-17.625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+84,5000000,-15.515625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+84,6000000,-18.640625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+84,7000000,-18.671875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+84,8000000,-17.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+84,9000000,-15.40625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+84,10000000,-14.484375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,0
+85,1000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+85,2000000,-24.0,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+85,3000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+85,4000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+85,5000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+85,6000000,-23.140625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+85,7000000,-23.84375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+85,8000000,-23.46875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+85,9000000,-23.578125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+85,10000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,0
+86,1000000,-18.96875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,2000000,-17.34375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,3000000,-20.171875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,4000000,-18.875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,5000000,-14.59375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,6000000,-13.953125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,7000000,-14.84375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,8000000,-17.453125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,9000000,-15.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,10000000,-15.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
 87,1000000,-20.375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
 87,2000000,-23.90625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
 87,3000000,-22.78125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
@@ -3439,16 +3439,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-23.421875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
 87,9000000,-21.1875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
 87,10000000,-23.375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
-88,1000000,-23.328125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,2000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,3000000,-22.265625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,4000000,-23.203125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,5000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,6000000,-23.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,7000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,8000000,-23.640625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,9000000,-23.328125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,10000000,-23.46875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
+88,1000000,-23.328125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,2000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,3000000,-22.265625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,4000000,-23.203125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,5000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,6000000,-23.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,7000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,8000000,-23.640625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,9000000,-23.328125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,10000000,-23.46875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
 89,1000000,-18.703125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
 89,2000000,-19.59375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
 89,3000000,-16.25,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
@@ -3459,36 +3459,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-21.953125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
 89,9000000,-22.78125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
 89,10000000,-23.515625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
-90,1000000,-23.984375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,2000000,-23.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,3000000,-22.796875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,4000000,-23.46875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,5000000,-22.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,6000000,-23.421875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,7000000,-23.4375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,8000000,-23.0625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,9000000,-23.203125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,10000000,-23.40625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-91,1000000,-19.578125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-91,2000000,-18.90625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-91,3000000,-17.90625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-91,4000000,-18.109375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-91,5000000,-18.3125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-91,6000000,-17.9375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-91,7000000,-17.5625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-91,8000000,-17.953125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-91,9000000,-19.59375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-91,10000000,-17.671875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,0
-92,1000000,-18.703125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
-92,2000000,-22.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
-92,3000000,-22.5,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
-92,4000000,-21.59375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
-92,5000000,-22.46875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
-92,6000000,-21.78125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
-92,7000000,-22.0625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
-92,8000000,-22.5,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
-92,9000000,-23.734375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
-92,10000000,-21.03125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,0
+90,1000000,-23.984375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+90,2000000,-23.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+90,3000000,-22.796875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+90,4000000,-23.46875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+90,5000000,-22.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+90,6000000,-23.421875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+90,7000000,-23.4375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+90,8000000,-23.0625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+90,9000000,-23.203125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+90,10000000,-23.40625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,0
+91,1000000,-19.578125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+91,2000000,-18.90625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+91,3000000,-17.90625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+91,4000000,-18.109375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+91,5000000,-18.3125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+91,6000000,-17.9375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+91,7000000,-17.5625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+91,8000000,-17.953125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+91,9000000,-19.59375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+91,10000000,-17.671875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,0
+92,1000000,-18.703125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,2000000,-22.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,3000000,-22.5,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,4000000,-21.59375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,5000000,-22.46875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,6000000,-21.78125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,7000000,-22.0625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,8000000,-22.5,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,9000000,-23.734375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,10000000,-21.03125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
 93,1000000,-22.65625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
 93,2000000,-23.265625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
 93,3000000,-22.796875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
@@ -3499,36 +3499,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-23.453125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
 93,9000000,-23.453125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
 93,10000000,-23.921875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
-94,1000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,2000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,3000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,4000000,-23.84375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,5000000,-23.203125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,6000000,-23.421875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,7000000,-23.4375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,8000000,-23.453125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,9000000,-23.078125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,10000000,-23.453125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-95,1000000,-20.453125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,2000000,-21.125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,3000000,-18.15625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,4000000,-19.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,5000000,-18.8125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,6000000,-18.109375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,7000000,-17.75,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,8000000,-18.21875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,9000000,-18.984375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,10000000,-15.546875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-96,1000000,-23.328125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
-96,2000000,-22.578125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
-96,3000000,-21.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
-96,4000000,-22.28125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
-96,5000000,-21.984375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
-96,6000000,-22.59375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
-96,7000000,-21.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
-96,8000000,-22.234375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
-96,9000000,-21.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
-96,10000000,-23.6875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
+94,1000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,2000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,3000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,4000000,-23.84375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,5000000,-23.203125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,6000000,-23.421875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,7000000,-23.4375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,8000000,-23.453125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,9000000,-23.078125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,10000000,-23.453125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+95,1000000,-20.453125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+95,2000000,-21.125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+95,3000000,-18.15625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+95,4000000,-19.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+95,5000000,-18.8125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+95,6000000,-18.109375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+95,7000000,-17.75,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+95,8000000,-18.21875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+95,9000000,-18.984375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+95,10000000,-15.546875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,0
+96,1000000,-23.328125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,2000000,-22.578125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,3000000,-21.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,4000000,-22.28125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,5000000,-21.984375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,6000000,-22.59375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,7000000,-21.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,8000000,-22.234375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,9000000,-21.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,10000000,-23.6875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
 97,1000000,-23.8125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,0
 97,2000000,-23.390625,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,0
 97,3000000,-23.828125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,0
@@ -3549,36 +3549,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-23.703125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,0
 98,9000000,-23.96875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,0
 98,10000000,-23.34375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,0
-99,1000000,-20.40625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,2000000,-21.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,3000000,-20.578125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,4000000,-19.765625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,5000000,-19.453125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,6000000,-19.25,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,7000000,-18.859375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,8000000,-14.640625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,9000000,-18.4375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,10000000,-15.328125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-100,1000000,-22.484375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-100,2000000,-21.90625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-100,3000000,-22.25,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-100,4000000,-23.625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-100,5000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-100,6000000,-23.0,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-100,7000000,-23.890625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-100,8000000,-23.015625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-100,9000000,-23.515625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-100,10000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,0
-101,1000000,-19.359375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
-101,2000000,-17.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
-101,3000000,-18.234375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
-101,4000000,-19.03125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
-101,5000000,-18.296875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
-101,6000000,-16.359375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
-101,7000000,-18.140625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
-101,8000000,-17.1875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
-101,9000000,-15.71875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
-101,10000000,-18.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,0
+99,1000000,-20.40625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+99,2000000,-21.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+99,3000000,-20.578125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+99,4000000,-19.765625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+99,5000000,-19.453125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+99,6000000,-19.25,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+99,7000000,-18.859375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+99,8000000,-14.640625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+99,9000000,-18.4375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+99,10000000,-15.328125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,0
+100,1000000,-22.484375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+100,2000000,-21.90625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+100,3000000,-22.25,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+100,4000000,-23.625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+100,5000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+100,6000000,-23.0,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+100,7000000,-23.890625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+100,8000000,-23.015625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+100,9000000,-23.515625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+100,10000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,0
+101,1000000,-19.359375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
+101,2000000,-17.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
+101,3000000,-18.234375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
+101,4000000,-19.03125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
+101,5000000,-18.296875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
+101,6000000,-16.359375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
+101,7000000,-18.140625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
+101,8000000,-17.1875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
+101,9000000,-15.71875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
+101,10000000,-18.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,0
 102,1000000,-17.796875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,0
 102,2000000,-18.328125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,0
 102,3000000,-15.984375,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,0
@@ -3609,56 +3609,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-22.140625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,0
 104,9000000,-20.53125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,0
 104,10000000,-22.1875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,0
-105,1000000,-23.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,2000000,-23.53125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,3000000,-23.5625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,4000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,5000000,-23.46875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,6000000,-23.84375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,7000000,-23.859375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,8000000,-23.859375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,9000000,-22.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,10000000,-23.265625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-106,1000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-106,2000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-106,3000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-106,4000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-106,5000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-106,6000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-106,7000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-106,8000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-106,9000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-106,10000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
-107,1000000,-19.90625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-107,2000000,-19.390625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-107,3000000,-18.546875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-107,4000000,-18.4375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-107,5000000,-18.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-107,6000000,-18.59375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-107,7000000,-18.15625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-107,8000000,-18.75,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-107,9000000,-18.875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-107,10000000,-19.140625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,0
-108,1000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-108,2000000,-23.59375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-108,3000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-108,4000000,-23.359375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-108,5000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-108,6000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-108,7000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-108,8000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-108,9000000,-23.578125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-108,10000000,-23.640625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,0
-109,1000000,-21.625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
-109,2000000,-23.96875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
-109,3000000,-23.03125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
-109,4000000,-23.96875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
-109,5000000,-23.484375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
-109,6000000,-21.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
-109,7000000,-22.828125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
-109,8000000,-21.9375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
-109,9000000,-22.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
-109,10000000,-23.53125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,0
+105,1000000,-23.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+105,2000000,-23.53125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+105,3000000,-23.5625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+105,4000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+105,5000000,-23.46875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+105,6000000,-23.84375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+105,7000000,-23.859375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+105,8000000,-23.859375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+105,9000000,-22.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+105,10000000,-23.265625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,0
+106,1000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+106,2000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+106,3000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+106,4000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+106,5000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+106,6000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+106,7000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+106,8000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+106,9000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+106,10000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,0
+107,1000000,-19.90625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+107,2000000,-19.390625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+107,3000000,-18.546875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+107,4000000,-18.4375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+107,5000000,-18.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+107,6000000,-18.59375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+107,7000000,-18.15625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+107,8000000,-18.75,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+107,9000000,-18.875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+107,10000000,-19.140625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,0
+108,1000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+108,2000000,-23.59375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+108,3000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+108,4000000,-23.359375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+108,5000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+108,6000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+108,7000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+108,8000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+108,9000000,-23.578125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+108,10000000,-23.640625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,0
+109,1000000,-21.625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
+109,2000000,-23.96875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
+109,3000000,-23.03125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
+109,4000000,-23.96875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
+109,5000000,-23.484375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
+109,6000000,-21.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
+109,7000000,-22.828125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
+109,8000000,-21.9375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
+109,9000000,-22.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
+109,10000000,-23.53125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,0
 110,1000000,-24.0,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,0
 110,2000000,-23.5,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,0
 110,3000000,-23.546875,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,0
@@ -3679,36 +3679,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.921875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,0
 111,9000000,-23.953125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,0
 111,10000000,-23.859375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,0
-112,1000000,-15.5625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,2000000,-18.15625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,3000000,-17.640625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,4000000,-19.875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,5000000,-21.640625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,6000000,-21.171875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,7000000,-23.46875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,8000000,-23.46875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,9000000,-23.40625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,10000000,-23.6875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-113,1000000,-23.59375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-113,2000000,-23.390625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-113,3000000,-23.6875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-113,4000000,-23.4375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-113,5000000,-22.671875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-113,6000000,-23.65625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-113,7000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-113,8000000,-24.0,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-113,9000000,-23.984375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-113,10000000,-23.8125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,0
-114,1000000,-23.28125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
-114,2000000,-23.375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
-114,3000000,-23.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
-114,4000000,-23.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
-114,5000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
-114,6000000,-23.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
-114,7000000,-23.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
-114,8000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
-114,9000000,-23.9375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
-114,10000000,-23.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,0
+112,1000000,-15.5625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+112,2000000,-18.15625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+112,3000000,-17.640625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+112,4000000,-19.875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+112,5000000,-21.640625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+112,6000000,-21.171875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+112,7000000,-23.46875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+112,8000000,-23.46875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+112,9000000,-23.40625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+112,10000000,-23.6875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,0
+113,1000000,-23.59375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+113,2000000,-23.390625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+113,3000000,-23.6875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+113,4000000,-23.4375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+113,5000000,-22.671875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+113,6000000,-23.65625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+113,7000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+113,8000000,-24.0,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+113,9000000,-23.984375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+113,10000000,-23.8125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,0
+114,1000000,-23.28125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
+114,2000000,-23.375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
+114,3000000,-23.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
+114,4000000,-23.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
+114,5000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
+114,6000000,-23.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
+114,7000000,-23.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
+114,8000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
+114,9000000,-23.9375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
+114,10000000,-23.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,0
 115,1000000,-22.9375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
 115,2000000,-23.921875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
 115,3000000,-23.09375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
@@ -3719,26 +3719,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-23.359375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
 115,9000000,-23.96875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
 115,10000000,-23.953125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
-116,1000000,-23.734375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,2000000,-23.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,3000000,-23.828125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,4000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,5000000,-24.0,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,6000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,7000000,-23.953125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,8000000,-23.9375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,9000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,10000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-117,1000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
-117,2000000,-23.6875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
-117,3000000,-23.03125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
-117,4000000,-23.296875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
-117,5000000,-23.25,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
-117,6000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
-117,7000000,-23.578125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
-117,8000000,-23.390625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
-117,9000000,-23.34375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
-117,10000000,-23.3125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,0
+116,1000000,-23.734375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+116,2000000,-23.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+116,3000000,-23.828125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+116,4000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+116,5000000,-24.0,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+116,6000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+116,7000000,-23.953125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+116,8000000,-23.9375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+116,9000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+116,10000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,0
+117,1000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
+117,2000000,-23.6875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
+117,3000000,-23.03125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
+117,4000000,-23.296875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
+117,5000000,-23.25,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
+117,6000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
+117,7000000,-23.578125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
+117,8000000,-23.390625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
+117,9000000,-23.34375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
+117,10000000,-23.3125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,0
 118,1000000,-17.265625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,0
 118,2000000,-17.8125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,0
 118,3000000,-18.40625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,0
@@ -3749,56 +3749,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-18.484375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,0
 118,9000000,-19.328125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,0
 118,10000000,-18.703125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,0
-119,1000000,-21.765625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-119,2000000,-23.515625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-119,3000000,-23.625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-119,4000000,-23.6875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-119,5000000,-22.3125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-119,6000000,-21.65625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-119,7000000,-22.65625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-119,8000000,-22.078125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-119,9000000,-22.234375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-119,10000000,-22.609375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,0
-120,1000000,-23.390625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-120,2000000,-23.59375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-120,3000000,-22.0,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-120,4000000,-22.25,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-120,5000000,-20.859375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-120,6000000,-19.5625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-120,7000000,-21.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-120,8000000,-20.96875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-120,9000000,-19.546875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-120,10000000,-20.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,0
-121,1000000,-24.0,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-121,2000000,-23.5625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-121,3000000,-23.640625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-121,4000000,-23.546875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-121,5000000,-23.53125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-121,6000000,-23.421875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-121,7000000,-23.625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-121,8000000,-22.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-121,9000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-121,10000000,-23.328125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,0
-122,1000000,-23.953125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-122,2000000,-23.9375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-122,3000000,-23.90625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-122,4000000,-23.828125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-122,5000000,-23.703125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-122,6000000,-22.84375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-122,7000000,-22.6875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-122,8000000,-22.796875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-122,9000000,-23.265625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-122,10000000,-23.265625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,0
-123,1000000,-17.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
-123,2000000,-18.890625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
-123,3000000,-18.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
-123,4000000,-18.765625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
-123,5000000,-18.625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
-123,6000000,-17.890625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
-123,7000000,-19.390625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
-123,8000000,-18.390625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
-123,9000000,-18.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
-123,10000000,-19.359375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,0
+119,1000000,-21.765625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+119,2000000,-23.515625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+119,3000000,-23.625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+119,4000000,-23.6875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+119,5000000,-22.3125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+119,6000000,-21.65625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+119,7000000,-22.65625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+119,8000000,-22.078125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+119,9000000,-22.234375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+119,10000000,-22.609375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,0
+120,1000000,-23.390625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+120,2000000,-23.59375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+120,3000000,-22.0,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+120,4000000,-22.25,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+120,5000000,-20.859375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+120,6000000,-19.5625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+120,7000000,-21.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+120,8000000,-20.96875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+120,9000000,-19.546875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+120,10000000,-20.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,0
+121,1000000,-24.0,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+121,2000000,-23.5625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+121,3000000,-23.640625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+121,4000000,-23.546875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+121,5000000,-23.53125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+121,6000000,-23.421875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+121,7000000,-23.625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+121,8000000,-22.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+121,9000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+121,10000000,-23.328125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,0
+122,1000000,-23.953125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+122,2000000,-23.9375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+122,3000000,-23.90625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+122,4000000,-23.828125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+122,5000000,-23.703125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+122,6000000,-22.84375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+122,7000000,-22.6875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+122,8000000,-22.796875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+122,9000000,-23.265625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+122,10000000,-23.265625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,0
+123,1000000,-17.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
+123,2000000,-18.890625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
+123,3000000,-18.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
+123,4000000,-18.765625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
+123,5000000,-18.625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
+123,6000000,-17.890625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
+123,7000000,-19.390625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
+123,8000000,-18.390625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
+123,9000000,-18.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
+123,10000000,-19.359375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,0
 124,1000000,-19.8125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,0
 124,2000000,-18.578125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,0
 124,3000000,-19.25,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,0
@@ -3809,136 +3809,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-14.125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,0
 124,9000000,-17.171875,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,0
 124,10000000,-22.78125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,0
-125,1000000,-23.53125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-125,2000000,-23.765625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-125,3000000,-23.8125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-125,4000000,-23.8125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-125,5000000,-23.8125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-125,6000000,-23.875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-125,7000000,-23.828125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-125,8000000,-23.796875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-125,9000000,-23.796875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-125,10000000,-23.671875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,0
-126,1000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-126,2000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-126,3000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-126,4000000,-23.15625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-126,5000000,-23.421875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-126,6000000,-23.3125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-126,7000000,-23.1875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-126,8000000,-23.21875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-126,9000000,-22.53125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-126,10000000,-22.859375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,0
-127,1000000,-23.0625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-127,2000000,-23.890625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-127,3000000,-23.515625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-127,4000000,-23.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-127,5000000,-23.984375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-127,6000000,-23.484375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-127,7000000,-23.984375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-127,8000000,-23.953125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-127,9000000,-23.234375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-127,10000000,-23.609375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,0
-128,1000000,-21.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-128,2000000,-22.6875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-128,3000000,-23.015625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-128,4000000,-22.09375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-128,5000000,-23.796875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-128,6000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-128,7000000,-22.171875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-128,8000000,-22.71875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-128,9000000,-23.875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-128,10000000,-22.6875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,0
-129,1000000,-23.171875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-129,2000000,-23.453125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-129,3000000,-23.40625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-129,4000000,-23.46875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-129,5000000,-23.375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-129,6000000,-23.234375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-129,7000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-129,8000000,-23.234375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-129,9000000,-23.21875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-129,10000000,-23.21875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,0
-130,1000000,-22.296875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-130,2000000,-22.984375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-130,3000000,-23.03125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-130,4000000,-21.609375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-130,5000000,-22.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-130,6000000,-22.421875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-130,7000000,-22.6875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-130,8000000,-23.09375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-130,9000000,-23.578125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-130,10000000,-23.390625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,0
-131,1000000,-23.25,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-131,2000000,-22.828125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-131,3000000,-23.90625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-131,4000000,-20.75,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-131,5000000,-23.15625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-131,6000000,-21.28125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-131,7000000,-22.578125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-131,8000000,-22.453125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-131,9000000,-22.359375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-131,10000000,-23.4375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,0
-132,1000000,-23.90625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-132,2000000,-23.78125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-132,3000000,-23.8125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-132,4000000,-23.796875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-132,5000000,-23.78125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-132,6000000,-23.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-132,7000000,-23.828125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-132,8000000,-23.828125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-132,9000000,-23.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-132,10000000,-23.859375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,0
-133,1000000,-23.4375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-133,2000000,-23.40625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-133,3000000,-23.421875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-133,4000000,-23.578125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-133,5000000,-23.421875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-133,6000000,-23.578125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-133,7000000,-23.0625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-133,8000000,-22.46875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-133,9000000,-23.828125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-133,10000000,-23.796875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,0
-134,1000000,-22.109375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-134,2000000,-21.15625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-134,3000000,-21.78125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-134,4000000,-23.046875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-134,5000000,-23.90625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-134,6000000,-23.609375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-134,7000000,-23.3125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-134,8000000,-22.203125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-134,9000000,-22.703125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-134,10000000,-23.46875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,0
-135,1000000,-23.546875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-135,2000000,-23.5,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-135,3000000,-23.53125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-135,4000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-135,5000000,-23.5,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-135,6000000,-23.296875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-135,7000000,-23.59375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-135,8000000,-23.28125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-135,9000000,-23.59375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-135,10000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,0
-136,1000000,-22.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-136,2000000,-23.828125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-136,3000000,-23.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-136,4000000,-23.84375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-136,5000000,-23.84375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-136,6000000,-23.859375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-136,7000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-136,8000000,-23.6875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-136,9000000,-23.234375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-136,10000000,-23.359375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,0
-137,1000000,-23.546875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
-137,2000000,-23.34375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
-137,3000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
-137,4000000,-23.890625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
-137,5000000,-23.828125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
-137,6000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
-137,7000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
-137,8000000,-23.828125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
-137,9000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
-137,10000000,-23.625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,0
+125,1000000,-23.53125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+125,2000000,-23.765625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+125,3000000,-23.8125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+125,4000000,-23.8125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+125,5000000,-23.8125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+125,6000000,-23.875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+125,7000000,-23.828125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+125,8000000,-23.796875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+125,9000000,-23.796875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+125,10000000,-23.671875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,0
+126,1000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+126,2000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+126,3000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+126,4000000,-23.15625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+126,5000000,-23.421875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+126,6000000,-23.3125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+126,7000000,-23.1875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+126,8000000,-23.21875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+126,9000000,-22.53125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+126,10000000,-22.859375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,0
+127,1000000,-23.0625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+127,2000000,-23.890625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+127,3000000,-23.515625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+127,4000000,-23.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+127,5000000,-23.984375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+127,6000000,-23.484375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+127,7000000,-23.984375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+127,8000000,-23.953125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+127,9000000,-23.234375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+127,10000000,-23.609375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,0
+128,1000000,-21.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+128,2000000,-22.6875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+128,3000000,-23.015625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+128,4000000,-22.09375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+128,5000000,-23.796875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+128,6000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+128,7000000,-22.171875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+128,8000000,-22.71875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+128,9000000,-23.875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+128,10000000,-22.6875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,0
+129,1000000,-23.171875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+129,2000000,-23.453125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+129,3000000,-23.40625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+129,4000000,-23.46875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+129,5000000,-23.375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+129,6000000,-23.234375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+129,7000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+129,8000000,-23.234375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+129,9000000,-23.21875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+129,10000000,-23.21875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,0
+130,1000000,-22.296875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+130,2000000,-22.984375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+130,3000000,-23.03125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+130,4000000,-21.609375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+130,5000000,-22.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+130,6000000,-22.421875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+130,7000000,-22.6875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+130,8000000,-23.09375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+130,9000000,-23.578125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+130,10000000,-23.390625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,0
+131,1000000,-23.25,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+131,2000000,-22.828125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+131,3000000,-23.90625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+131,4000000,-20.75,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+131,5000000,-23.15625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+131,6000000,-21.28125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+131,7000000,-22.578125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+131,8000000,-22.453125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+131,9000000,-22.359375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+131,10000000,-23.4375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,0
+132,1000000,-23.90625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+132,2000000,-23.78125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+132,3000000,-23.8125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+132,4000000,-23.796875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+132,5000000,-23.78125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+132,6000000,-23.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+132,7000000,-23.828125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+132,8000000,-23.828125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+132,9000000,-23.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+132,10000000,-23.859375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,0
+133,1000000,-23.4375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+133,2000000,-23.40625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+133,3000000,-23.421875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+133,4000000,-23.578125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+133,5000000,-23.421875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+133,6000000,-23.578125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+133,7000000,-23.0625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+133,8000000,-22.46875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+133,9000000,-23.828125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+133,10000000,-23.796875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,0
+134,1000000,-22.109375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+134,2000000,-21.15625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+134,3000000,-21.78125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+134,4000000,-23.046875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+134,5000000,-23.90625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+134,6000000,-23.609375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+134,7000000,-23.3125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+134,8000000,-22.203125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+134,9000000,-22.703125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+134,10000000,-23.46875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,0
+135,1000000,-23.546875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+135,2000000,-23.5,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+135,3000000,-23.53125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+135,4000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+135,5000000,-23.5,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+135,6000000,-23.296875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+135,7000000,-23.59375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+135,8000000,-23.28125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+135,9000000,-23.59375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+135,10000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,0
+136,1000000,-22.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+136,2000000,-23.828125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+136,3000000,-23.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+136,4000000,-23.84375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+136,5000000,-23.84375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+136,6000000,-23.859375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+136,7000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+136,8000000,-23.6875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+136,9000000,-23.234375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+136,10000000,-23.359375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,0
+137,1000000,-23.546875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
+137,2000000,-23.34375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
+137,3000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
+137,4000000,-23.890625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
+137,5000000,-23.828125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
+137,6000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
+137,7000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
+137,8000000,-23.828125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
+137,9000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
+137,10000000,-23.625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,0
 138,1000000,-23.515625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,0
 138,2000000,-21.015625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,0
 138,3000000,-22.578125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,0
@@ -3949,56 +3949,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-23.5,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,0
 138,9000000,-23.046875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,0
 138,10000000,-21.28125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,0
-139,1000000,-22.109375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-139,2000000,-23.796875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-139,3000000,-21.078125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-139,4000000,-20.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-139,5000000,-21.3125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-139,6000000,-21.75,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-139,7000000,-21.75,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-139,8000000,-22.796875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-139,9000000,-21.03125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-139,10000000,-22.671875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,0
-140,1000000,-22.484375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-140,2000000,-17.578125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-140,3000000,-17.375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-140,4000000,-17.328125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-140,5000000,-14.734375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-140,6000000,-14.28125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-140,7000000,-13.546875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-140,8000000,-14.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-140,9000000,-15.78125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-140,10000000,-18.0,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,0
-141,1000000,-18.484375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-141,2000000,-18.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-141,3000000,-18.328125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-141,4000000,-18.796875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-141,5000000,-18.046875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-141,6000000,-18.109375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-141,7000000,-17.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-141,8000000,-16.5,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-141,9000000,-18.3125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-141,10000000,-18.015625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,0
-142,1000000,-20.84375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-142,2000000,-18.234375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-142,3000000,-20.84375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-142,4000000,-17.96875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-142,5000000,-17.203125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-142,6000000,-17.28125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-142,7000000,-15.90625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-142,8000000,-16.0625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-142,9000000,-16.34375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-142,10000000,-11.484375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,0
-143,1000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
-143,2000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
-143,3000000,-23.625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
-143,4000000,-23.25,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
-143,5000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
-143,6000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
-143,7000000,-23.15625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
-143,8000000,-23.578125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
-143,9000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
-143,10000000,-23.359375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,0
+139,1000000,-22.109375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+139,2000000,-23.796875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+139,3000000,-21.078125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+139,4000000,-20.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+139,5000000,-21.3125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+139,6000000,-21.75,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+139,7000000,-21.75,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+139,8000000,-22.796875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+139,9000000,-21.03125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+139,10000000,-22.671875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,0
+140,1000000,-22.484375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+140,2000000,-17.578125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+140,3000000,-17.375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+140,4000000,-17.328125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+140,5000000,-14.734375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+140,6000000,-14.28125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+140,7000000,-13.546875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+140,8000000,-14.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+140,9000000,-15.78125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+140,10000000,-18.0,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,0
+141,1000000,-18.484375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+141,2000000,-18.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+141,3000000,-18.328125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+141,4000000,-18.796875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+141,5000000,-18.046875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+141,6000000,-18.109375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+141,7000000,-17.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+141,8000000,-16.5,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+141,9000000,-18.3125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+141,10000000,-18.015625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,0
+142,1000000,-20.84375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+142,2000000,-18.234375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+142,3000000,-20.84375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+142,4000000,-17.96875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+142,5000000,-17.203125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+142,6000000,-17.28125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+142,7000000,-15.90625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+142,8000000,-16.0625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+142,9000000,-16.34375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+142,10000000,-11.484375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,0
+143,1000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
+143,2000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
+143,3000000,-23.625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
+143,4000000,-23.25,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
+143,5000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
+143,6000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
+143,7000000,-23.15625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
+143,8000000,-23.578125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
+143,9000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
+143,10000000,-23.359375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,0
 144,1000000,-21.8125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,0
 144,2000000,-19.671875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,0
 144,3000000,-18.40625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,0
@@ -4009,36 +4009,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-21.578125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,0
 144,9000000,-21.1875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,0
 144,10000000,-21.765625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,0
-145,1000000,-23.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-145,2000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-145,3000000,-22.859375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-145,4000000,-23.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-145,5000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-145,6000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-145,7000000,-23.28125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-145,8000000,-23.484375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-145,9000000,-23.640625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-145,10000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,0
-146,1000000,-23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-146,2000000,-23.453125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-146,3000000,-23.21875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-146,4000000,-22.84375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-146,5000000,-23.65625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-146,6000000,-23.171875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-146,7000000,-23.265625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-146,8000000,-23.328125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-146,9000000,-23.328125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-146,10000000,-23.3125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,0
-147,1000000,-23.625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
-147,2000000,-23.25,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
-147,3000000,-23.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
-147,4000000,-23.78125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
-147,5000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
-147,6000000,-24.0,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
-147,7000000,-23.3125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
-147,8000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
-147,9000000,-23.234375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
-147,10000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,0
+145,1000000,-23.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+145,2000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+145,3000000,-22.859375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+145,4000000,-23.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+145,5000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+145,6000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+145,7000000,-23.28125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+145,8000000,-23.484375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+145,9000000,-23.640625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+145,10000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,0
+146,1000000,-23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+146,2000000,-23.453125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+146,3000000,-23.21875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+146,4000000,-22.84375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+146,5000000,-23.65625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+146,6000000,-23.171875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+146,7000000,-23.265625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+146,8000000,-23.328125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+146,9000000,-23.328125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+146,10000000,-23.3125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,0
+147,1000000,-23.625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
+147,2000000,-23.25,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
+147,3000000,-23.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
+147,4000000,-23.78125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
+147,5000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
+147,6000000,-24.0,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
+147,7000000,-23.3125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
+147,8000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
+147,9000000,-23.234375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
+147,10000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
 148,1000000,-23.703125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
 148,2000000,-23.515625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
 148,3000000,-23.890625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
@@ -4049,16 +4049,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-23.4375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
 148,9000000,-23.921875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
 148,10000000,-23.46875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
-149,1000000,-19.5,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,2000000,-17.90625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,3000000,-18.5625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,4000000,-17.953125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,5000000,-18.375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,6000000,-17.59375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,7000000,-17.171875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,8000000,-17.96875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,9000000,-17.609375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,10000000,-17.96875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
+149,1000000,-19.5,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
+149,2000000,-17.90625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
+149,3000000,-18.5625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
+149,4000000,-17.953125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
+149,5000000,-18.375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
+149,6000000,-17.59375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
+149,7000000,-17.171875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
+149,8000000,-17.96875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
+149,9000000,-17.609375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
+149,10000000,-17.96875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
 150,1000000,-17.125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
 150,2000000,-17.9375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
 150,3000000,-18.1875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
@@ -4069,26 +4069,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-18.015625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
 150,9000000,-17.71875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
 150,10000000,-18.1875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
-151,1000000,-23.609375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,2000000,-23.140625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,3000000,-21.40625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,4000000,-22.078125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,5000000,-22.359375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,6000000,-23.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,7000000,-23.90625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,8000000,-23.578125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,9000000,-23.375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,10000000,-23.40625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-152,1000000,-19.453125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
-152,2000000,-18.8125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
-152,3000000,-18.515625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
-152,4000000,-18.46875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
-152,5000000,-17.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
-152,6000000,-18.21875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
-152,7000000,-18.828125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
-152,8000000,-19.109375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
-152,9000000,-18.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
-152,10000000,-17.8125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,0
+151,1000000,-23.609375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+151,2000000,-23.140625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+151,3000000,-21.40625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+151,4000000,-22.078125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+151,5000000,-22.359375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+151,6000000,-23.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+151,7000000,-23.90625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+151,8000000,-23.578125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+151,9000000,-23.375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+151,10000000,-23.40625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,0
+152,1000000,-19.453125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
+152,2000000,-18.8125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
+152,3000000,-18.515625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
+152,4000000,-18.46875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
+152,5000000,-17.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
+152,6000000,-18.21875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
+152,7000000,-18.828125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
+152,8000000,-19.109375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
+152,9000000,-18.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
+152,10000000,-17.8125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
 153,1000000,-23.828125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,0
 153,2000000,-22.03125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,0
 153,3000000,-18.53125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,0
@@ -4109,16 +4109,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-13.109375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,0
 154,9000000,-18.015625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,0
 154,10000000,-15.671875,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,0
-155,1000000,-19.21875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,2000000,-19.484375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,3000000,-18.78125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,4000000,-17.484375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,5000000,-18.96875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,6000000,-16.21875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,7000000,-17.453125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,8000000,-16.796875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,9000000,-18.125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,10000000,-17.296875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
+155,1000000,-19.21875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
+155,2000000,-19.484375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
+155,3000000,-18.78125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
+155,4000000,-17.484375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
+155,5000000,-18.96875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
+155,6000000,-16.21875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
+155,7000000,-17.453125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
+155,8000000,-16.796875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
+155,9000000,-18.125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
+155,10000000,-17.296875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
 156,1000000,-19.5625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
 156,2000000,-19.765625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
 156,3000000,-19.796875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
@@ -4129,106 +4129,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-18.171875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
 156,9000000,-18.515625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
 156,10000000,-17.671875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
-157,1000000,-21.5625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,2000000,-22.34375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,3000000,-22.640625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,4000000,-23.71875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,5000000,-20.984375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,6000000,-18.609375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,7000000,-19.953125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,8000000,-20.65625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,9000000,-21.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,10000000,-18.453125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-158,1000000,-23.609375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-158,2000000,-23.25,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-158,3000000,-23.546875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-158,4000000,-23.25,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-158,5000000,-23.390625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-158,6000000,-23.5625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-158,7000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-158,8000000,-23.921875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-158,9000000,-23.859375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-158,10000000,-23.53125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
-159,1000000,-19.109375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-159,2000000,-17.375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-159,3000000,-17.8125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-159,4000000,-17.90625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-159,5000000,-17.703125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-159,6000000,-18.828125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-159,7000000,-18.34375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-159,8000000,-17.65625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-159,9000000,-17.78125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-159,10000000,-17.671875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,0
-160,1000000,-22.921875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-160,2000000,-22.828125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-160,3000000,-22.890625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-160,4000000,-23.9375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-160,5000000,-22.875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-160,6000000,-23.1875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-160,7000000,-23.25,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-160,8000000,-23.140625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-160,9000000,-23.296875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-160,10000000,-23.21875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,0
-161,1000000,-20.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-161,2000000,-18.34375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-161,3000000,-17.796875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-161,4000000,-18.25,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-161,5000000,-16.734375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-161,6000000,-16.203125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-161,7000000,-17.4375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-161,8000000,-16.25,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-161,9000000,-18.765625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-161,10000000,-18.6875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,0
-162,1000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-162,2000000,-23.859375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-162,3000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-162,4000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-162,5000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-162,6000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-162,7000000,-23.828125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-162,8000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-162,9000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-162,10000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,0
-163,1000000,-19.53125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-163,2000000,-18.953125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-163,3000000,-17.234375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-163,4000000,-17.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-163,5000000,-17.40625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-163,6000000,-18.0,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-163,7000000,-16.78125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-163,8000000,-14.203125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-163,9000000,-17.890625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-163,10000000,-16.375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,0
-164,1000000,-23.765625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-164,2000000,-22.203125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-164,3000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-164,4000000,-23.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-164,5000000,-23.53125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-164,6000000,-23.546875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-164,7000000,-23.484375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-164,8000000,-23.96875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-164,9000000,-23.859375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-164,10000000,-23.65625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,0
-165,1000000,-23.546875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-165,2000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-165,3000000,-23.4375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-165,4000000,-23.09375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-165,5000000,-23.171875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-165,6000000,-23.0625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-165,7000000,-22.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-165,8000000,-23.03125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-165,9000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-165,10000000,-23.640625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,0
-166,1000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
-166,2000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
-166,3000000,-23.875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
-166,4000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
-166,5000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
-166,6000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
-166,7000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
-166,8000000,-23.875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
-166,9000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
-166,10000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,0
+157,1000000,-21.5625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+157,2000000,-22.34375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+157,3000000,-22.640625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+157,4000000,-23.71875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+157,5000000,-20.984375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+157,6000000,-18.609375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+157,7000000,-19.953125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+157,8000000,-20.65625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+157,9000000,-21.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+157,10000000,-18.453125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,0
+158,1000000,-23.609375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+158,2000000,-23.25,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+158,3000000,-23.546875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+158,4000000,-23.25,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+158,5000000,-23.390625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+158,6000000,-23.5625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+158,7000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+158,8000000,-23.921875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+158,9000000,-23.859375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+158,10000000,-23.53125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,0
+159,1000000,-19.109375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+159,2000000,-17.375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+159,3000000,-17.8125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+159,4000000,-17.90625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+159,5000000,-17.703125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+159,6000000,-18.828125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+159,7000000,-18.34375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+159,8000000,-17.65625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+159,9000000,-17.78125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+159,10000000,-17.671875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,0
+160,1000000,-22.921875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+160,2000000,-22.828125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+160,3000000,-22.890625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+160,4000000,-23.9375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+160,5000000,-22.875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+160,6000000,-23.1875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+160,7000000,-23.25,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+160,8000000,-23.140625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+160,9000000,-23.296875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+160,10000000,-23.21875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,0
+161,1000000,-20.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+161,2000000,-18.34375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+161,3000000,-17.796875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+161,4000000,-18.25,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+161,5000000,-16.734375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+161,6000000,-16.203125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+161,7000000,-17.4375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+161,8000000,-16.25,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+161,9000000,-18.765625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+161,10000000,-18.6875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,0
+162,1000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+162,2000000,-23.859375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+162,3000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+162,4000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+162,5000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+162,6000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+162,7000000,-23.828125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+162,8000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+162,9000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+162,10000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,0
+163,1000000,-19.53125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+163,2000000,-18.953125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+163,3000000,-17.234375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+163,4000000,-17.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+163,5000000,-17.40625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+163,6000000,-18.0,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+163,7000000,-16.78125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+163,8000000,-14.203125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+163,9000000,-17.890625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+163,10000000,-16.375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,0
+164,1000000,-23.765625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+164,2000000,-22.203125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+164,3000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+164,4000000,-23.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+164,5000000,-23.53125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+164,6000000,-23.546875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+164,7000000,-23.484375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+164,8000000,-23.96875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+164,9000000,-23.859375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+164,10000000,-23.65625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,0
+165,1000000,-23.546875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+165,2000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+165,3000000,-23.4375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+165,4000000,-23.09375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+165,5000000,-23.171875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+165,6000000,-23.0625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+165,7000000,-22.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+165,8000000,-23.03125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+165,9000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+165,10000000,-23.640625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,0
+166,1000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
+166,2000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
+166,3000000,-23.875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
+166,4000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
+166,5000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
+166,6000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
+166,7000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
+166,8000000,-23.875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
+166,9000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
+166,10000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,0
 167,1000000,-19.234375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
 167,2000000,-18.078125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
 167,3000000,-18.03125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
@@ -4239,26 +4239,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-16.96875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
 167,9000000,-16.640625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
 167,10000000,-17.875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
-168,1000000,-19.359375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-168,2000000,-19.078125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-168,3000000,-20.765625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-168,4000000,-19.15625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-168,5000000,-18.21875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-168,6000000,-17.125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-168,7000000,-18.171875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-168,8000000,-17.703125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-168,9000000,-17.625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-168,10000000,-18.125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,0
-169,1000000,-17.921875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
-169,2000000,-18.4375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
-169,3000000,-17.671875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
-169,4000000,-17.859375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
-169,5000000,-18.578125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
-169,6000000,-17.109375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
-169,7000000,-18.3125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
-169,8000000,-17.59375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
-169,9000000,-17.546875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
-169,10000000,-18.53125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,0
+168,1000000,-19.359375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+168,2000000,-19.078125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+168,3000000,-20.765625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+168,4000000,-19.15625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+168,5000000,-18.21875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+168,6000000,-17.125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+168,7000000,-18.171875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+168,8000000,-17.703125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+168,9000000,-17.625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+168,10000000,-18.125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,0
+169,1000000,-17.921875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
+169,2000000,-18.4375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
+169,3000000,-17.671875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
+169,4000000,-17.859375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
+169,5000000,-18.578125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
+169,6000000,-17.109375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
+169,7000000,-18.3125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
+169,8000000,-17.59375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
+169,9000000,-17.546875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
+169,10000000,-18.53125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,0
 170,1000000,-22.859375,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,0
 170,2000000,-19.578125,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,0
 170,3000000,-21.25,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,0
@@ -4279,26 +4279,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-13.40625,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,0
 171,9000000,-15.0,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,0
 171,10000000,-15.875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,0
-172,1000000,-23.5625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-172,2000000,-23.53125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-172,3000000,-23.59375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-172,4000000,-23.59375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-172,5000000,-23.609375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-172,6000000,-23.515625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-172,7000000,-23.5625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-172,8000000,-23.625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-172,9000000,-23.5,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-172,10000000,-23.5,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,0
-173,1000000,-23.53125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
-173,2000000,-23.75,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
-173,3000000,-22.84375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
-173,4000000,-23.609375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
-173,5000000,-23.296875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
-173,6000000,-21.5,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
-173,7000000,-23.8125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
-173,8000000,-21.328125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
-173,9000000,-23.703125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
-173,10000000,-23.453125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,0
+172,1000000,-23.5625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+172,2000000,-23.53125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+172,3000000,-23.59375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+172,4000000,-23.59375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+172,5000000,-23.609375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+172,6000000,-23.515625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+172,7000000,-23.5625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+172,8000000,-23.625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+172,9000000,-23.5,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+172,10000000,-23.5,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,0
+173,1000000,-23.53125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
+173,2000000,-23.75,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
+173,3000000,-22.84375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
+173,4000000,-23.609375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
+173,5000000,-23.296875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
+173,6000000,-21.5,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
+173,7000000,-23.8125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
+173,8000000,-21.328125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
+173,9000000,-23.703125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
+173,10000000,-23.453125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,0
 174,1000000,-19.125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
 174,2000000,-21.03125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
 174,3000000,-20.96875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
@@ -4309,16 +4309,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-21.421875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
 174,9000000,-20.921875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
 174,10000000,-21.96875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
-175,1000000,-23.671875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
-175,2000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
-175,3000000,-23.359375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
-175,4000000,-23.59375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
-175,5000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
-175,6000000,-23.46875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
-175,7000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
-175,8000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
-175,9000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
-175,10000000,-23.59375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,0
+175,1000000,-23.671875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
+175,2000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
+175,3000000,-23.359375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
+175,4000000,-23.59375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
+175,5000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
+175,6000000,-23.46875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
+175,7000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
+175,8000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
+175,9000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
+175,10000000,-23.59375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,0
 176,1000000,-23.890625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,0
 176,2000000,-23.453125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,0
 176,3000000,-22.859375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,0
@@ -4329,16 +4329,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-23.359375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,0
 176,9000000,-23.609375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,0
 176,10000000,-23.046875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,0
-177,1000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
-177,2000000,-23.296875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
-177,3000000,-23.484375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
-177,4000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
-177,5000000,-23.078125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
-177,6000000,-22.953125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
-177,7000000,-23.34375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
-177,8000000,-23.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
-177,9000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
-177,10000000,-23.921875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,0
+177,1000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
+177,2000000,-23.296875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
+177,3000000,-23.484375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
+177,4000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
+177,5000000,-23.078125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
+177,6000000,-22.953125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
+177,7000000,-23.34375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
+177,8000000,-23.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
+177,9000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
+177,10000000,-23.921875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,0
 178,1000000,-23.9375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,0
 178,2000000,-23.859375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,0
 178,3000000,-23.390625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,0
@@ -4349,166 +4349,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.5625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,0
 178,9000000,-23.4375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,0
 178,10000000,-23.46875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,0
-179,1000000,-20.125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-179,2000000,-23.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-179,3000000,-19.1875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-179,4000000,-23.484375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-179,5000000,-19.03125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-179,6000000,-23.078125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-179,7000000,-21.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-179,8000000,-18.84375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-179,9000000,-19.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-179,10000000,-20.09375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,0
-180,1000000,-23.390625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-180,2000000,-23.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-180,3000000,-23.3125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-180,4000000,-23.734375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-180,5000000,-23.078125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-180,6000000,-22.59375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-180,7000000,-23.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-180,8000000,-23.421875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-180,9000000,-23.53125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-180,10000000,-23.703125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,0
-181,1000000,-23.8125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-181,2000000,-23.65625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-181,3000000,-23.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-181,4000000,-23.65625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-181,5000000,-23.765625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-181,6000000,-23.875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-181,7000000,-23.328125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-181,8000000,-23.75,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-181,9000000,-23.890625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-181,10000000,-23.84375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,0
-182,1000000,-22.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-182,2000000,-23.5,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-182,3000000,-23.453125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-182,4000000,-22.8125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-182,5000000,-23.8125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-182,6000000,-22.6875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-182,7000000,-23.21875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-182,8000000,-22.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-182,9000000,-23.578125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-182,10000000,-23.859375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,0
-183,1000000,-18.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-183,2000000,-18.671875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-183,3000000,-17.40625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-183,4000000,-18.390625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-183,5000000,-18.90625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-183,6000000,-18.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-183,7000000,-18.09375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-183,8000000,-17.875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-183,9000000,-16.671875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-183,10000000,-18.53125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,0
-184,1000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-184,2000000,-23.484375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-184,3000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-184,4000000,-23.8125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-184,5000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-184,6000000,-23.546875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-184,7000000,-23.09375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-184,8000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-184,9000000,-23.453125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-184,10000000,-23.53125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,0
-185,1000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-185,2000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-185,3000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-185,4000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-185,5000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-185,6000000,-23.796875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-185,7000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-185,8000000,-23.890625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-185,9000000,-23.84375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-185,10000000,-23.796875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,0
-186,1000000,-18.4375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-186,2000000,-20.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-186,3000000,-19.328125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-186,4000000,-17.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-186,5000000,-19.40625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-186,6000000,-19.375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-186,7000000,-16.28125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-186,8000000,-17.984375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-186,9000000,-18.203125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-186,10000000,-17.953125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,0
-187,1000000,-21.75,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-187,2000000,-23.296875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-187,3000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-187,4000000,-22.40625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-187,5000000,-20.8125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-187,6000000,-20.546875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-187,7000000,-21.765625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-187,8000000,-20.609375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-187,9000000,-21.75,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-187,10000000,-21.015625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,0
-188,1000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-188,2000000,-23.421875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-188,3000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-188,4000000,-23.5,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-188,5000000,-23.40625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-188,6000000,-24.0,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-188,7000000,-23.921875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-188,8000000,-23.515625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-188,9000000,-23.390625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-188,10000000,-23.359375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,0
-189,1000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-189,2000000,-23.859375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-189,3000000,-23.1875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-189,4000000,-23.875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-189,5000000,-23.25,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-189,6000000,-23.578125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-189,7000000,-23.046875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-189,8000000,-23.53125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-189,9000000,-23.0625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-189,10000000,-23.15625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,0
-190,1000000,-20.890625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-190,2000000,-23.390625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-190,3000000,-22.46875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-190,4000000,-21.09375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-190,5000000,-21.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-190,6000000,-20.28125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-190,7000000,-20.046875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-190,8000000,-21.0625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-190,9000000,-17.703125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-190,10000000,-18.59375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,0
-191,1000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-191,2000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-191,3000000,-23.875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-191,4000000,-23.78125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-191,5000000,-23.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-191,6000000,-23.5,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-191,7000000,-23.875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-191,8000000,-22.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-191,9000000,-23.90625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-191,10000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,0
-192,1000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-192,2000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-192,3000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-192,4000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-192,5000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-192,6000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-192,7000000,-23.9375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-192,8000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-192,9000000,-22.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-192,10000000,-23.265625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,0
-193,1000000,-23.8125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-193,2000000,-23.84375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-193,3000000,-23.828125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-193,4000000,-23.8125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-193,5000000,-23.84375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-193,6000000,-23.953125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-193,7000000,-23.875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-193,8000000,-23.84375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-193,9000000,-23.765625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-193,10000000,-23.8125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,0
-194,1000000,-21.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
-194,2000000,-22.1875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
-194,3000000,-22.109375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
-194,4000000,-20.4375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
-194,5000000,-23.296875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
-194,6000000,-20.25,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
-194,7000000,-21.59375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
-194,8000000,-21.234375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
-194,9000000,-20.75,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
-194,10000000,-19.28125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,0
+179,1000000,-20.125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+179,2000000,-23.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+179,3000000,-19.1875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+179,4000000,-23.484375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+179,5000000,-19.03125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+179,6000000,-23.078125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+179,7000000,-21.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+179,8000000,-18.84375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+179,9000000,-19.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+179,10000000,-20.09375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,0
+180,1000000,-23.390625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+180,2000000,-23.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+180,3000000,-23.3125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+180,4000000,-23.734375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+180,5000000,-23.078125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+180,6000000,-22.59375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+180,7000000,-23.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+180,8000000,-23.421875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+180,9000000,-23.53125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+180,10000000,-23.703125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,0
+181,1000000,-23.8125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+181,2000000,-23.65625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+181,3000000,-23.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+181,4000000,-23.65625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+181,5000000,-23.765625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+181,6000000,-23.875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+181,7000000,-23.328125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+181,8000000,-23.75,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+181,9000000,-23.890625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+181,10000000,-23.84375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,0
+182,1000000,-22.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+182,2000000,-23.5,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+182,3000000,-23.453125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+182,4000000,-22.8125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+182,5000000,-23.8125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+182,6000000,-22.6875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+182,7000000,-23.21875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+182,8000000,-22.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+182,9000000,-23.578125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+182,10000000,-23.859375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,0
+183,1000000,-18.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+183,2000000,-18.671875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+183,3000000,-17.40625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+183,4000000,-18.390625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+183,5000000,-18.90625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+183,6000000,-18.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+183,7000000,-18.09375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+183,8000000,-17.875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+183,9000000,-16.671875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+183,10000000,-18.53125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,0
+184,1000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+184,2000000,-23.484375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+184,3000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+184,4000000,-23.8125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+184,5000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+184,6000000,-23.546875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+184,7000000,-23.09375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+184,8000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+184,9000000,-23.453125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+184,10000000,-23.53125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,0
+185,1000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+185,2000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+185,3000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+185,4000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+185,5000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+185,6000000,-23.796875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+185,7000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+185,8000000,-23.890625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+185,9000000,-23.84375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+185,10000000,-23.796875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,0
+186,1000000,-18.4375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+186,2000000,-20.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+186,3000000,-19.328125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+186,4000000,-17.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+186,5000000,-19.40625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+186,6000000,-19.375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+186,7000000,-16.28125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+186,8000000,-17.984375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+186,9000000,-18.203125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+186,10000000,-17.953125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,0
+187,1000000,-21.75,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+187,2000000,-23.296875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+187,3000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+187,4000000,-22.40625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+187,5000000,-20.8125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+187,6000000,-20.546875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+187,7000000,-21.765625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+187,8000000,-20.609375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+187,9000000,-21.75,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+187,10000000,-21.015625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,0
+188,1000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+188,2000000,-23.421875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+188,3000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+188,4000000,-23.5,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+188,5000000,-23.40625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+188,6000000,-24.0,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+188,7000000,-23.921875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+188,8000000,-23.515625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+188,9000000,-23.390625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+188,10000000,-23.359375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,0
+189,1000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+189,2000000,-23.859375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+189,3000000,-23.1875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+189,4000000,-23.875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+189,5000000,-23.25,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+189,6000000,-23.578125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+189,7000000,-23.046875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+189,8000000,-23.53125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+189,9000000,-23.0625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+189,10000000,-23.15625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,0
+190,1000000,-20.890625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+190,2000000,-23.390625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+190,3000000,-22.46875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+190,4000000,-21.09375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+190,5000000,-21.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+190,6000000,-20.28125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+190,7000000,-20.046875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+190,8000000,-21.0625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+190,9000000,-17.703125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+190,10000000,-18.59375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,0
+191,1000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+191,2000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+191,3000000,-23.875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+191,4000000,-23.78125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+191,5000000,-23.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+191,6000000,-23.5,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+191,7000000,-23.875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+191,8000000,-22.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+191,9000000,-23.90625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+191,10000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,0
+192,1000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+192,2000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+192,3000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+192,4000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+192,5000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+192,6000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+192,7000000,-23.9375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+192,8000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+192,9000000,-22.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+192,10000000,-23.265625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,0
+193,1000000,-23.8125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+193,2000000,-23.84375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+193,3000000,-23.828125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+193,4000000,-23.8125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+193,5000000,-23.84375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+193,6000000,-23.953125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+193,7000000,-23.875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+193,8000000,-23.84375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+193,9000000,-23.765625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+193,10000000,-23.8125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,0
+194,1000000,-21.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
+194,2000000,-22.1875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
+194,3000000,-22.109375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
+194,4000000,-20.4375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
+194,5000000,-23.296875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
+194,6000000,-20.25,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
+194,7000000,-21.59375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
+194,8000000,-21.234375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
+194,9000000,-20.75,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
+194,10000000,-19.28125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,0
 195,1000000,-22.84375,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,0
 195,2000000,-23.40625,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,0
 195,3000000,-23.9375,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,0
@@ -4529,26 +4529,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.53125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,0
 196,9000000,-23.953125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,0
 196,10000000,-23.984375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,0
-197,1000000,-19.890625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-197,2000000,-20.5,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-197,3000000,-18.140625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-197,4000000,-15.640625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-197,5000000,-15.703125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-197,6000000,-15.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-197,7000000,-11.140625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-197,8000000,-10.921875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-197,9000000,-8.15625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-197,10000000,-13.765625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,0
-198,1000000,-18.15625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
-198,2000000,-18.578125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
-198,3000000,-18.0,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
-198,4000000,-17.59375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
-198,5000000,-17.859375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
-198,6000000,-17.90625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
-198,7000000,-17.421875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
-198,8000000,-18.515625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
-198,9000000,-17.28125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
-198,10000000,-18.046875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,0
+197,1000000,-19.890625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+197,2000000,-20.5,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+197,3000000,-18.140625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+197,4000000,-15.640625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+197,5000000,-15.703125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+197,6000000,-15.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+197,7000000,-11.140625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+197,8000000,-10.921875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+197,9000000,-8.15625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+197,10000000,-13.765625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,0
+198,1000000,-18.15625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
+198,2000000,-18.578125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
+198,3000000,-18.0,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
+198,4000000,-17.59375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
+198,5000000,-17.859375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
+198,6000000,-17.90625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
+198,7000000,-17.421875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
+198,8000000,-18.515625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
+198,9000000,-17.28125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
+198,10000000,-18.046875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
 199,1000000,-23.890625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
 199,2000000,-23.578125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
 199,3000000,-23.9375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
@@ -4559,16 +4559,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.484375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
 199,9000000,-23.140625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
 199,10000000,-23.703125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
-200,1000000,-23.203125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,2000000,-23.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,3000000,-23.390625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,4000000,-23.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,5000000,-23.953125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,6000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,7000000,-23.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,8000000,-23.984375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,9000000,-22.703125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,10000000,-23.921875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
+200,1000000,-23.203125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
+200,2000000,-23.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
+200,3000000,-23.390625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
+200,4000000,-23.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
+200,5000000,-23.953125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
+200,6000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
+200,7000000,-23.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
+200,8000000,-23.984375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
+200,9000000,-22.703125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
+200,10000000,-23.921875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
 201,1000000,-17.46875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
 201,2000000,-16.484375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
 201,3000000,-16.71875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
@@ -4579,26 +4579,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-12.359375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
 201,9000000,-12.703125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
 201,10000000,-10.578125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
-202,1000000,-19.90625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,2000000,-21.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,3000000,-20.734375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,4000000,-17.0625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,5000000,-16.515625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,6000000,-16.625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,7000000,-17.890625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,8000000,-17.5625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,9000000,-17.65625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,10000000,-17.921875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-203,1000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
-203,2000000,-17.21875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
-203,3000000,-19.0,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
-203,4000000,-17.734375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
-203,5000000,-18.109375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
-203,6000000,-18.375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
-203,7000000,-18.359375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
-203,8000000,-17.875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
-203,9000000,-17.265625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
-203,10000000,-18.796875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,0
+202,1000000,-19.90625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+202,2000000,-21.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+202,3000000,-20.734375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+202,4000000,-17.0625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+202,5000000,-16.515625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+202,6000000,-16.625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+202,7000000,-17.890625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+202,8000000,-17.5625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+202,9000000,-17.65625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+202,10000000,-17.921875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,0
+203,1000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
+203,2000000,-17.21875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
+203,3000000,-19.0,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
+203,4000000,-17.734375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
+203,5000000,-18.109375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
+203,6000000,-18.375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
+203,7000000,-18.359375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
+203,8000000,-17.875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
+203,9000000,-17.265625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
+203,10000000,-18.796875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,0
 204,1000000,-23.875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
 204,2000000,-23.1875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
 204,3000000,-23.46875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
@@ -4609,56 +4609,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.21875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
 204,9000000,-23.578125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
 204,10000000,-23.53125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
-205,1000000,-23.546875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-205,2000000,-23.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-205,3000000,-23.453125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-205,4000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-205,5000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-205,6000000,-23.46875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-205,7000000,-23.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-205,8000000,-23.546875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-205,9000000,-23.890625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-205,10000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,0
-206,1000000,-19.625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-206,2000000,-20.921875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-206,3000000,-19.25,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-206,4000000,-18.53125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-206,5000000,-17.15625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-206,6000000,-15.203125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-206,7000000,-16.84375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-206,8000000,-15.84375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-206,9000000,-17.453125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-206,10000000,-14.25,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,0
-207,1000000,-19.53125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-207,2000000,-19.046875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-207,3000000,-18.953125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-207,4000000,-16.953125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-207,5000000,-14.9375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-207,6000000,-14.28125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-207,7000000,-15.40625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-207,8000000,-13.40625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-207,9000000,-14.90625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-207,10000000,-15.328125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,0
-208,1000000,-23.890625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-208,2000000,-23.953125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-208,3000000,-23.71875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-208,4000000,-23.734375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-208,5000000,-23.8125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-208,6000000,-23.734375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-208,7000000,-23.671875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-208,8000000,-23.5625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-208,9000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-208,10000000,-23.28125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,0
-209,1000000,-23.625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
-209,2000000,-21.890625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
-209,3000000,-21.90625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
-209,4000000,-19.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
-209,5000000,-21.203125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
-209,6000000,-18.859375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
-209,7000000,-21.390625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
-209,8000000,-19.921875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
-209,9000000,-19.953125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
-209,10000000,-19.953125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,0
+205,1000000,-23.546875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+205,2000000,-23.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+205,3000000,-23.453125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+205,4000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+205,5000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+205,6000000,-23.46875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+205,7000000,-23.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+205,8000000,-23.546875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+205,9000000,-23.890625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+205,10000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,0
+206,1000000,-19.625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+206,2000000,-20.921875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+206,3000000,-19.25,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+206,4000000,-18.53125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+206,5000000,-17.15625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+206,6000000,-15.203125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+206,7000000,-16.84375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+206,8000000,-15.84375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+206,9000000,-17.453125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+206,10000000,-14.25,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,0
+207,1000000,-19.53125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+207,2000000,-19.046875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+207,3000000,-18.953125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+207,4000000,-16.953125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+207,5000000,-14.9375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+207,6000000,-14.28125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+207,7000000,-15.40625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+207,8000000,-13.40625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+207,9000000,-14.90625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+207,10000000,-15.328125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,0
+208,1000000,-23.890625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+208,2000000,-23.953125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+208,3000000,-23.71875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+208,4000000,-23.734375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+208,5000000,-23.8125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+208,6000000,-23.734375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+208,7000000,-23.671875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+208,8000000,-23.5625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+208,9000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+208,10000000,-23.28125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,0
+209,1000000,-23.625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
+209,2000000,-21.890625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
+209,3000000,-21.90625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
+209,4000000,-19.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
+209,5000000,-21.203125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
+209,6000000,-18.859375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
+209,7000000,-21.390625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
+209,8000000,-19.921875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
+209,9000000,-19.953125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
+209,10000000,-19.953125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,0
 210,1000000,-21.515625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
 210,2000000,-23.140625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
 210,3000000,-23.9375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
@@ -4669,36 +4669,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-22.421875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
 210,9000000,-20.34375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
 210,10000000,-22.1875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
-211,1000000,-23.21875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-211,2000000,-23.5,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-211,3000000,-23.296875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-211,4000000,-23.515625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-211,5000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-211,6000000,-24.0,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-211,7000000,-23.46875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-211,8000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-211,9000000,-23.859375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-211,10000000,-23.578125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,0
-212,1000000,-19.578125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-212,2000000,-18.796875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-212,3000000,-18.125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-212,4000000,-18.4375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-212,5000000,-18.171875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-212,6000000,-19.046875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-212,7000000,-20.4375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-212,8000000,-19.5625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-212,9000000,-17.609375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-212,10000000,-18.890625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,0
-213,1000000,-23.84375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
-213,2000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
-213,3000000,-23.625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
-213,4000000,-23.421875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
-213,5000000,-23.234375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
-213,6000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
-213,7000000,-23.640625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
-213,8000000,-23.4375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
-213,9000000,-23.875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
-213,10000000,-23.4375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,0
+211,1000000,-23.21875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+211,2000000,-23.5,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+211,3000000,-23.296875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+211,4000000,-23.515625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+211,5000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+211,6000000,-24.0,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+211,7000000,-23.46875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+211,8000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+211,9000000,-23.859375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+211,10000000,-23.578125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,0
+212,1000000,-19.578125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+212,2000000,-18.796875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+212,3000000,-18.125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+212,4000000,-18.4375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+212,5000000,-18.171875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+212,6000000,-19.046875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+212,7000000,-20.4375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+212,8000000,-19.5625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+212,9000000,-17.609375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+212,10000000,-18.890625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,0
+213,1000000,-23.84375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
+213,2000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
+213,3000000,-23.625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
+213,4000000,-23.421875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
+213,5000000,-23.234375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
+213,6000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
+213,7000000,-23.640625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
+213,8000000,-23.4375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
+213,9000000,-23.875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
+213,10000000,-23.4375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,0
 214,1000000,-23.96875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
 214,2000000,-23.96875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
 214,3000000,-22.921875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
@@ -4709,86 +4709,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-23.890625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
 214,9000000,-23.328125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
 214,10000000,-23.5625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
-215,1000000,-23.5625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-215,2000000,-23.96875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-215,3000000,-23.953125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-215,4000000,-23.734375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-215,5000000,-23.78125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-215,6000000,-23.484375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-215,7000000,-22.765625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-215,8000000,-23.328125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-215,9000000,-23.34375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-215,10000000,-23.296875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,0
-216,1000000,-22.203125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-216,2000000,-22.234375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-216,3000000,-23.875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-216,4000000,-23.890625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-216,5000000,-23.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-216,6000000,-23.890625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-216,7000000,-22.5,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-216,8000000,-23.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-216,9000000,-22.96875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-216,10000000,-23.609375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,0
-217,1000000,-23.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-217,2000000,-23.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-217,3000000,-23.953125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-217,4000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-217,5000000,-23.5,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-217,6000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-217,7000000,-23.515625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-217,8000000,-22.984375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-217,9000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-217,10000000,-23.5625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,0
-218,1000000,-18.8125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-218,2000000,-17.78125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-218,3000000,-16.4375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-218,4000000,-16.375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-218,5000000,-17.734375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-218,6000000,-16.703125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-218,7000000,-17.203125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-218,8000000,-16.9375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-218,9000000,-17.140625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-218,10000000,-19.328125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,0
-219,1000000,-23.9375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-219,2000000,-23.890625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-219,3000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-219,4000000,-23.640625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-219,5000000,-23.859375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-219,6000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-219,7000000,-23.734375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-219,8000000,-23.484375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-219,9000000,-23.625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-219,10000000,-23.828125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,0
-220,1000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-220,2000000,-23.5,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-220,3000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-220,4000000,-23.890625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-220,5000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-220,6000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-220,7000000,-23.984375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-220,8000000,-22.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-220,9000000,-23.03125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-220,10000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,0
-221,1000000,-22.90625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-221,2000000,-22.015625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-221,3000000,-22.625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-221,4000000,-22.5625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-221,5000000,-23.484375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-221,6000000,-22.71875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-221,7000000,-22.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-221,8000000,-23.953125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-221,9000000,-20.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-221,10000000,-23.234375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,0
-222,1000000,-23.546875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
-222,2000000,-23.640625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
-222,3000000,-23.484375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
-222,4000000,-23.546875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
-222,5000000,-22.890625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
-222,6000000,-23.8125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
-222,7000000,-23.890625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
-222,8000000,-23.8125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
-222,9000000,-23.953125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
-222,10000000,-23.5625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,0
+215,1000000,-23.5625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+215,2000000,-23.96875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+215,3000000,-23.953125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+215,4000000,-23.734375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+215,5000000,-23.78125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+215,6000000,-23.484375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+215,7000000,-22.765625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+215,8000000,-23.328125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+215,9000000,-23.34375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+215,10000000,-23.296875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,0
+216,1000000,-22.203125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+216,2000000,-22.234375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+216,3000000,-23.875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+216,4000000,-23.890625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+216,5000000,-23.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+216,6000000,-23.890625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+216,7000000,-22.5,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+216,8000000,-23.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+216,9000000,-22.96875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+216,10000000,-23.609375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,0
+217,1000000,-23.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+217,2000000,-23.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+217,3000000,-23.953125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+217,4000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+217,5000000,-23.5,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+217,6000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+217,7000000,-23.515625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+217,8000000,-22.984375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+217,9000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+217,10000000,-23.5625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,0
+218,1000000,-18.8125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+218,2000000,-17.78125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+218,3000000,-16.4375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+218,4000000,-16.375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+218,5000000,-17.734375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+218,6000000,-16.703125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+218,7000000,-17.203125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+218,8000000,-16.9375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+218,9000000,-17.140625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+218,10000000,-19.328125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,0
+219,1000000,-23.9375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+219,2000000,-23.890625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+219,3000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+219,4000000,-23.640625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+219,5000000,-23.859375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+219,6000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+219,7000000,-23.734375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+219,8000000,-23.484375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+219,9000000,-23.625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+219,10000000,-23.828125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,0
+220,1000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+220,2000000,-23.5,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+220,3000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+220,4000000,-23.890625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+220,5000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+220,6000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+220,7000000,-23.984375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+220,8000000,-22.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+220,9000000,-23.03125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+220,10000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,0
+221,1000000,-22.90625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+221,2000000,-22.015625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+221,3000000,-22.625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+221,4000000,-22.5625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+221,5000000,-23.484375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+221,6000000,-22.71875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+221,7000000,-22.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+221,8000000,-23.953125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+221,9000000,-20.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+221,10000000,-23.234375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,0
+222,1000000,-23.546875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
+222,2000000,-23.640625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
+222,3000000,-23.484375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
+222,4000000,-23.546875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
+222,5000000,-22.890625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
+222,6000000,-23.8125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
+222,7000000,-23.890625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
+222,8000000,-23.8125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
+222,9000000,-23.953125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
+222,10000000,-23.5625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,0
 223,1000000,-21.546875,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,0
 223,2000000,-21.34375,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,0
 223,3000000,-23.65625,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,0
@@ -4809,16 +4809,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-23.9375,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,0
 224,9000000,-23.40625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,0
 224,10000000,-23.9375,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,0
-225,1000000,-23.265625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
-225,2000000,-23.3125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
-225,3000000,-23.28125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
-225,4000000,-23.390625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
-225,5000000,-23.09375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
-225,6000000,-23.171875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
-225,7000000,-23.09375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
-225,8000000,-23.28125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
-225,9000000,-22.9375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
-225,10000000,-22.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,0
+225,1000000,-23.265625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
+225,2000000,-23.3125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
+225,3000000,-23.28125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
+225,4000000,-23.390625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
+225,5000000,-23.09375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
+225,6000000,-23.171875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
+225,7000000,-23.09375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
+225,8000000,-23.28125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
+225,9000000,-22.9375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
+225,10000000,-22.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,0
 226,1000000,-22.296875,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,0
 226,2000000,-20.71875,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,0
 226,3000000,-22.53125,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,0
@@ -4839,66 +4839,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-17.71875,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,0
 227,9000000,-18.078125,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,0
 227,10000000,-17.578125,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,0
-228,1000000,-16.46875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-228,2000000,-17.296875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-228,3000000,-18.5625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-228,4000000,-18.234375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-228,5000000,-18.015625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-228,6000000,-19.140625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-228,7000000,-18.234375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-228,8000000,-18.65625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-228,9000000,-18.234375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-228,10000000,-17.859375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,0
-229,1000000,-23.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-229,2000000,-21.71875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-229,3000000,-21.625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-229,4000000,-21.875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-229,5000000,-22.78125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-229,6000000,-21.40625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-229,7000000,-23.453125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-229,8000000,-23.03125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-229,9000000,-19.015625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-229,10000000,-19.03125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,0
-230,1000000,-23.65625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-230,2000000,-23.265625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-230,3000000,-23.484375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-230,4000000,-23.53125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-230,5000000,-23.3125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-230,6000000,-23.828125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-230,7000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-230,8000000,-23.859375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-230,9000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-230,10000000,-23.796875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,0
-231,1000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-231,2000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-231,3000000,-23.859375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-231,4000000,-23.984375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-231,5000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-231,6000000,-23.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-231,7000000,-23.640625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-231,8000000,-23.3125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-231,9000000,-22.640625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-231,10000000,-22.0625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,0
-232,1000000,-23.765625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-232,2000000,-23.84375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-232,3000000,-23.765625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-232,4000000,-23.84375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-232,5000000,-23.859375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-232,6000000,-23.78125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-232,7000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-232,8000000,-23.78125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-232,9000000,-23.734375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-232,10000000,-23.796875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,0
-233,1000000,-23.328125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
-233,2000000,-23.8125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
-233,3000000,-21.828125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
-233,4000000,-21.4375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
-233,5000000,-20.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
-233,6000000,-19.65625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
-233,7000000,-19.25,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
-233,8000000,-18.0625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
-233,9000000,-18.125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
-233,10000000,-18.609375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,0
+228,1000000,-16.46875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+228,2000000,-17.296875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+228,3000000,-18.5625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+228,4000000,-18.234375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+228,5000000,-18.015625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+228,6000000,-19.140625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+228,7000000,-18.234375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+228,8000000,-18.65625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+228,9000000,-18.234375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+228,10000000,-17.859375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,0
+229,1000000,-23.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+229,2000000,-21.71875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+229,3000000,-21.625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+229,4000000,-21.875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+229,5000000,-22.78125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+229,6000000,-21.40625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+229,7000000,-23.453125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+229,8000000,-23.03125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+229,9000000,-19.015625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+229,10000000,-19.03125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,0
+230,1000000,-23.65625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+230,2000000,-23.265625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+230,3000000,-23.484375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+230,4000000,-23.53125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+230,5000000,-23.3125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+230,6000000,-23.828125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+230,7000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+230,8000000,-23.859375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+230,9000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+230,10000000,-23.796875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,0
+231,1000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+231,2000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+231,3000000,-23.859375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+231,4000000,-23.984375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+231,5000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+231,6000000,-23.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+231,7000000,-23.640625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+231,8000000,-23.3125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+231,9000000,-22.640625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+231,10000000,-22.0625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,0
+232,1000000,-23.765625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+232,2000000,-23.84375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+232,3000000,-23.765625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+232,4000000,-23.84375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+232,5000000,-23.859375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+232,6000000,-23.78125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+232,7000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+232,8000000,-23.78125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+232,9000000,-23.734375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+232,10000000,-23.796875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,0
+233,1000000,-23.328125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
+233,2000000,-23.8125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
+233,3000000,-21.828125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
+233,4000000,-21.4375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
+233,5000000,-20.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
+233,6000000,-19.65625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
+233,7000000,-19.25,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
+233,8000000,-18.0625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
+233,9000000,-18.125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
+233,10000000,-18.609375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,0
 234,1000000,-23.96875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,0
 234,2000000,-23.5625,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,0
 234,3000000,-23.375,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,0
@@ -4929,56 +4929,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.4375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,0
 236,9000000,-23.484375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,0
 236,10000000,-23.71875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,0
-237,1000000,-23.34375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,2000000,-23.5625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,3000000,-23.328125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,4000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,5000000,-23.390625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,6000000,-23.265625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,7000000,-23.34375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,8000000,-23.40625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,9000000,-23.515625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,10000000,-23.15625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-238,1000000,-23.0625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-238,2000000,-20.171875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-238,3000000,-23.546875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-238,4000000,-22.453125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-238,5000000,-23.3125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-238,6000000,-23.21875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-238,7000000,-22.96875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-238,8000000,-23.03125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-238,9000000,-23.359375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-238,10000000,-23.09375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,0
-239,1000000,-20.609375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-239,2000000,-19.703125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-239,3000000,-19.53125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-239,4000000,-20.015625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-239,5000000,-18.046875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-239,6000000,-17.859375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-239,7000000,-17.609375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-239,8000000,-17.40625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-239,9000000,-15.6875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-239,10000000,-17.515625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,0
-240,1000000,-21.015625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-240,2000000,-18.421875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-240,3000000,-18.765625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-240,4000000,-18.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-240,5000000,-18.40625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-240,6000000,-18.46875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-240,7000000,-17.5,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-240,8000000,-17.171875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-240,9000000,-18.390625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-240,10000000,-18.125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,0
-241,1000000,-23.265625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
-241,2000000,-22.5,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
-241,3000000,-21.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
-241,4000000,-23.765625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
-241,5000000,-23.9375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
-241,6000000,-23.296875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
-241,7000000,-23.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
-241,8000000,-21.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
-241,9000000,-22.390625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
-241,10000000,-23.546875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,0
+237,1000000,-23.34375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+237,2000000,-23.5625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+237,3000000,-23.328125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+237,4000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+237,5000000,-23.390625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+237,6000000,-23.265625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+237,7000000,-23.34375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+237,8000000,-23.40625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+237,9000000,-23.515625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+237,10000000,-23.15625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,0
+238,1000000,-23.0625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+238,2000000,-20.171875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+238,3000000,-23.546875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+238,4000000,-22.453125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+238,5000000,-23.3125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+238,6000000,-23.21875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+238,7000000,-22.96875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+238,8000000,-23.03125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+238,9000000,-23.359375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+238,10000000,-23.09375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,0
+239,1000000,-20.609375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+239,2000000,-19.703125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+239,3000000,-19.53125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+239,4000000,-20.015625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+239,5000000,-18.046875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+239,6000000,-17.859375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+239,7000000,-17.609375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+239,8000000,-17.40625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+239,9000000,-15.6875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+239,10000000,-17.515625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,0
+240,1000000,-21.015625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+240,2000000,-18.421875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+240,3000000,-18.765625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+240,4000000,-18.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+240,5000000,-18.40625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+240,6000000,-18.46875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+240,7000000,-17.5,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+240,8000000,-17.171875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+240,9000000,-18.390625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+240,10000000,-18.125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,0
+241,1000000,-23.265625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
+241,2000000,-22.5,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
+241,3000000,-21.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
+241,4000000,-23.765625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
+241,5000000,-23.9375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
+241,6000000,-23.296875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
+241,7000000,-23.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
+241,8000000,-21.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
+241,9000000,-22.390625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
+241,10000000,-23.546875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
 242,1000000,-20.484375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
 242,2000000,-23.078125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
 242,3000000,-22.921875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
@@ -4989,36 +4989,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-23.140625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
 242,9000000,-22.328125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
 242,10000000,-22.6875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
-243,1000000,-23.375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-243,2000000,-23.34375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-243,3000000,-23.765625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-243,4000000,-23.46875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-243,5000000,-23.484375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-243,6000000,-23.890625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-243,7000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-243,8000000,-23.21875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-243,9000000,-23.625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-243,10000000,-23.765625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
-244,1000000,-18.875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-244,2000000,-17.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-244,3000000,-18.90625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-244,4000000,-17.296875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-244,5000000,-18.15625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-244,6000000,-18.921875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-244,7000000,-17.328125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-244,8000000,-18.203125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-244,9000000,-20.765625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-244,10000000,-18.375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,0
-245,1000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
-245,2000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
-245,3000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
-245,4000000,-23.828125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
-245,5000000,-23.234375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
-245,6000000,-23.34375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
-245,7000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
-245,8000000,-24.0,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
-245,9000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
-245,10000000,-23.609375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,0
+243,1000000,-23.375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+243,2000000,-23.34375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+243,3000000,-23.765625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+243,4000000,-23.46875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+243,5000000,-23.484375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+243,6000000,-23.890625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+243,7000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+243,8000000,-23.21875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+243,9000000,-23.625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+243,10000000,-23.765625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,0
+244,1000000,-18.875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+244,2000000,-17.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+244,3000000,-18.90625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+244,4000000,-17.296875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+244,5000000,-18.15625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+244,6000000,-18.921875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+244,7000000,-17.328125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+244,8000000,-18.203125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+244,9000000,-20.765625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+244,10000000,-18.375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,0
+245,1000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
+245,2000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
+245,3000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
+245,4000000,-23.828125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
+245,5000000,-23.234375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
+245,6000000,-23.34375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
+245,7000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
+245,8000000,-24.0,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
+245,9000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
+245,10000000,-23.609375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,0
 246,1000000,-23.453125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
 246,2000000,-23.53125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
 246,3000000,-23.921875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
@@ -5029,46 +5029,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.34375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
 246,9000000,-23.890625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
 246,10000000,-23.96875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
-247,1000000,-19.515625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-247,2000000,-19.390625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-247,3000000,-18.078125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-247,4000000,-18.671875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-247,5000000,-17.21875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-247,6000000,-17.203125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-247,7000000,-19.3125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-247,8000000,-20.625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-247,9000000,-18.3125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-247,10000000,-18.34375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
-248,1000000,-23.34375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-248,2000000,-21.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-248,3000000,-23.875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-248,4000000,-23.359375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-248,5000000,-23.453125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-248,6000000,-23.359375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-248,7000000,-23.375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-248,8000000,-23.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-248,9000000,-23.59375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-248,10000000,-23.890625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,0
-249,1000000,-20.390625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-249,2000000,-19.328125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-249,3000000,-22.09375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-249,4000000,-20.71875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-249,5000000,-19.765625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-249,6000000,-22.859375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-249,7000000,-20.265625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-249,8000000,-17.28125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-249,9000000,-16.203125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-249,10000000,-14.21875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,0
-250,1000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
-250,2000000,-23.484375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
-250,3000000,-23.625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
-250,4000000,-23.609375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
-250,5000000,-23.46875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
-250,6000000,-22.78125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
-250,7000000,-23.078125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
-250,8000000,-23.578125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
-250,9000000,-23.046875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
-250,10000000,-23.125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,0
+247,1000000,-19.515625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+247,2000000,-19.390625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+247,3000000,-18.078125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+247,4000000,-18.671875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+247,5000000,-17.21875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+247,6000000,-17.203125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+247,7000000,-19.3125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+247,8000000,-20.625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+247,9000000,-18.3125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+247,10000000,-18.34375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,0
+248,1000000,-23.34375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+248,2000000,-21.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+248,3000000,-23.875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+248,4000000,-23.359375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+248,5000000,-23.453125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+248,6000000,-23.359375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+248,7000000,-23.375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+248,8000000,-23.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+248,9000000,-23.59375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+248,10000000,-23.890625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,0
+249,1000000,-20.390625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+249,2000000,-19.328125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+249,3000000,-22.09375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+249,4000000,-20.71875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+249,5000000,-19.765625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+249,6000000,-22.859375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+249,7000000,-20.265625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+249,8000000,-17.28125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+249,9000000,-16.203125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+249,10000000,-14.21875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,0
+250,1000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
+250,2000000,-23.484375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
+250,3000000,-23.625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
+250,4000000,-23.609375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
+250,5000000,-23.46875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
+250,6000000,-22.78125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
+250,7000000,-23.078125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
+250,8000000,-23.578125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
+250,9000000,-23.046875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
+250,10000000,-23.125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,0
 251,1000000,-23.890625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
 251,2000000,-21.609375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
 251,3000000,-19.171875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
@@ -5079,16 +5079,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-23.578125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
 251,9000000,-23.453125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
 251,10000000,-23.90625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
-252,1000000,-23.90625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
-252,2000000,-23.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
-252,3000000,-23.75,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
-252,4000000,-23.84375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
-252,5000000,-23.8125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
-252,6000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
-252,7000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
-252,8000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
-252,9000000,-23.921875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
-252,10000000,-23.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,0
+252,1000000,-23.90625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
+252,2000000,-23.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
+252,3000000,-23.75,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
+252,4000000,-23.84375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
+252,5000000,-23.8125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
+252,6000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
+252,7000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
+252,8000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
+252,9000000,-23.921875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
+252,10000000,-23.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,0
 253,1000000,-23.296875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,0
 253,2000000,-23.421875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,0
 253,3000000,-23.84375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,0
@@ -5099,66 +5099,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-23.5625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,0
 253,9000000,-23.9375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,0
 253,10000000,-23.546875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,0
-254,1000000,-23.484375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-254,2000000,-23.625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-254,3000000,-23.609375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-254,4000000,-23.078125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-254,5000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-254,6000000,-23.53125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-254,7000000,-23.484375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-254,8000000,-23.625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-254,9000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-254,10000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,0
-255,1000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-255,2000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-255,3000000,-23.453125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-255,4000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-255,5000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-255,6000000,-23.859375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-255,7000000,-23.21875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-255,8000000,-23.96875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-255,9000000,-23.59375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-255,10000000,-23.5625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,0
-0,1000000,-23.515625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-0,2000000,-21.3125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-0,3000000,-22.453125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-0,4000000,-23.140625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-0,5000000,-20.5625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-0,6000000,-23.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-0,7000000,-23.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-0,8000000,-22.84375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-0,9000000,-23.03125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-0,10000000,-23.515625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,7
-1,1000000,-19.796875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-1,2000000,-19.5625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-1,3000000,-20.109375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-1,4000000,-19.328125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-1,5000000,-19.25,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-1,6000000,-19.109375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-1,7000000,-18.40625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-1,8000000,-18.609375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-1,9000000,-17.9375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-1,10000000,-19.046875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,7
-2,1000000,-23.390625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-2,2000000,-23.40625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-2,3000000,-23.875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-2,4000000,-23.546875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-2,5000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-2,6000000,-23.3125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-2,7000000,-23.640625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-2,8000000,-23.546875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-2,9000000,-23.34375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-2,10000000,-23.5625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,7
-3,1000000,-19.4375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
-3,2000000,-19.90625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
-3,3000000,-18.53125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
-3,4000000,-17.25,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
-3,5000000,-16.703125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
-3,6000000,-15.109375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
-3,7000000,-12.859375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
-3,8000000,-16.234375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
-3,9000000,-12.953125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
-3,10000000,-12.703125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,7
+254,1000000,-23.484375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+254,2000000,-23.625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+254,3000000,-23.609375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+254,4000000,-23.078125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+254,5000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+254,6000000,-23.53125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+254,7000000,-23.484375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+254,8000000,-23.625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+254,9000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+254,10000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,0
+255,1000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+255,2000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+255,3000000,-23.453125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+255,4000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+255,5000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+255,6000000,-23.859375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+255,7000000,-23.21875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+255,8000000,-23.96875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+255,9000000,-23.59375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+255,10000000,-23.5625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,0
+0,1000000,-23.515625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+0,2000000,-21.3125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+0,3000000,-22.453125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+0,4000000,-23.140625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+0,5000000,-20.5625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+0,6000000,-23.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+0,7000000,-23.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+0,8000000,-22.84375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+0,9000000,-23.03125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+0,10000000,-23.515625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,7
+1,1000000,-19.796875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+1,2000000,-19.5625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+1,3000000,-20.109375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+1,4000000,-19.328125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+1,5000000,-19.25,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+1,6000000,-19.109375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+1,7000000,-18.40625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+1,8000000,-18.609375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+1,9000000,-17.9375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+1,10000000,-19.046875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,7
+2,1000000,-23.390625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+2,2000000,-23.40625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+2,3000000,-23.875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+2,4000000,-23.546875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+2,5000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+2,6000000,-23.3125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+2,7000000,-23.640625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+2,8000000,-23.546875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+2,9000000,-23.34375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+2,10000000,-23.5625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,7
+3,1000000,-19.4375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
+3,2000000,-19.90625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
+3,3000000,-18.53125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
+3,4000000,-17.25,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
+3,5000000,-16.703125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
+3,6000000,-15.109375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
+3,7000000,-12.859375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
+3,8000000,-16.234375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
+3,9000000,-12.953125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
+3,10000000,-12.703125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,7
 4,1000000,-23.921875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,7
 4,2000000,-23.96875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,7
 4,3000000,-23.96875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,7
@@ -5179,56 +5179,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-19.09375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,7
 5,9000000,-16.90625,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,7
 5,10000000,-16.40625,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,7
-6,1000000,-17.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-6,2000000,-18.21875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-6,3000000,-16.890625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-6,4000000,-16.96875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-6,5000000,-16.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-6,6000000,-16.546875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-6,7000000,-16.03125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-6,8000000,-15.140625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-6,9000000,-13.265625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-6,10000000,-12.1875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,7
-7,1000000,-23.90625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-7,2000000,-23.34375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-7,3000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-7,4000000,-23.390625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-7,5000000,-23.390625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-7,6000000,-23.484375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-7,7000000,-22.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-7,8000000,-23.8125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-7,9000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-7,10000000,-23.015625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,7
-8,1000000,-23.65625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-8,2000000,-23.21875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-8,3000000,-23.234375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-8,4000000,-23.296875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-8,5000000,-23.203125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-8,6000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-8,7000000,-23.15625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-8,8000000,-23.1875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-8,9000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-8,10000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,7
-9,1000000,-23.828125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-9,2000000,-23.046875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-9,3000000,-23.484375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-9,4000000,-23.40625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-9,5000000,-23.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-9,6000000,-23.484375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-9,7000000,-22.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-9,8000000,-23.375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-9,9000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-9,10000000,-23.375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,7
-10,1000000,-18.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
-10,2000000,-21.421875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
-10,3000000,-23.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
-10,4000000,-20.203125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
-10,5000000,-20.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
-10,6000000,-22.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
-10,7000000,-22.703125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
-10,8000000,-22.4375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
-10,9000000,-23.09375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
-10,10000000,-23.453125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,7
+6,1000000,-17.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+6,2000000,-18.21875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+6,3000000,-16.890625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+6,4000000,-16.96875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+6,5000000,-16.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+6,6000000,-16.546875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+6,7000000,-16.03125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+6,8000000,-15.140625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+6,9000000,-13.265625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+6,10000000,-12.1875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,7
+7,1000000,-23.90625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+7,2000000,-23.34375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+7,3000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+7,4000000,-23.390625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+7,5000000,-23.390625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+7,6000000,-23.484375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+7,7000000,-22.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+7,8000000,-23.8125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+7,9000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+7,10000000,-23.015625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,7
+8,1000000,-23.65625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+8,2000000,-23.21875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+8,3000000,-23.234375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+8,4000000,-23.296875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+8,5000000,-23.203125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+8,6000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+8,7000000,-23.15625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+8,8000000,-23.1875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+8,9000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+8,10000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,7
+9,1000000,-23.828125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+9,2000000,-23.046875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+9,3000000,-23.484375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+9,4000000,-23.40625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+9,5000000,-23.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+9,6000000,-23.484375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+9,7000000,-22.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+9,8000000,-23.375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+9,9000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+9,10000000,-23.375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,7
+10,1000000,-18.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
+10,2000000,-21.421875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
+10,3000000,-23.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
+10,4000000,-20.203125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
+10,5000000,-20.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
+10,6000000,-22.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
+10,7000000,-22.703125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
+10,8000000,-22.4375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
+10,9000000,-23.09375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
+10,10000000,-23.453125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,7
 11,1000000,-20.65625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
 11,2000000,-23.90625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
 11,3000000,-23.796875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
@@ -5239,26 +5239,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-21.65625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
 11,9000000,-23.78125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
 11,10000000,-23.9375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
-12,1000000,-23.796875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-12,2000000,-23.046875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-12,3000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-12,4000000,-22.734375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-12,5000000,-22.15625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-12,6000000,-23.71875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-12,7000000,-23.484375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-12,8000000,-23.71875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-12,9000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-12,10000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,7
-13,1000000,-23.953125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
-13,2000000,-23.984375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
-13,3000000,-23.5,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
-13,4000000,-23.921875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
-13,5000000,-23.921875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
-13,6000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
-13,7000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
-13,8000000,-23.828125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
-13,9000000,-23.796875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
-13,10000000,-23.640625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,7
+12,1000000,-23.796875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+12,2000000,-23.046875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+12,3000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+12,4000000,-22.734375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+12,5000000,-22.15625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+12,6000000,-23.71875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+12,7000000,-23.484375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+12,8000000,-23.71875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+12,9000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+12,10000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,7
+13,1000000,-23.953125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
+13,2000000,-23.984375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
+13,3000000,-23.5,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
+13,4000000,-23.921875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
+13,5000000,-23.921875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
+13,6000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
+13,7000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
+13,8000000,-23.828125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
+13,9000000,-23.796875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
+13,10000000,-23.640625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
 14,1000000,-19.296875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
 14,2000000,-17.625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
 14,3000000,-18.15625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
@@ -5269,26 +5269,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-17.671875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
 14,9000000,-17.390625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
 14,10000000,-16.109375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
-15,1000000,-23.234375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-15,2000000,-23.625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-15,3000000,-23.625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-15,4000000,-23.390625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-15,5000000,-23.40625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-15,6000000,-23.578125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-15,7000000,-23.28125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-15,8000000,-23.5625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-15,9000000,-23.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-15,10000000,-23.46875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
-16,1000000,-21.59375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
-16,2000000,-18.078125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
-16,3000000,-13.796875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
-16,4000000,-17.0625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
-16,5000000,-16.546875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
-16,6000000,-17.78125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
-16,7000000,-18.015625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
-16,8000000,-15.796875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
-16,9000000,-16.25,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
-16,10000000,-17.0625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,7
+15,1000000,-23.234375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+15,2000000,-23.625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+15,3000000,-23.625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+15,4000000,-23.390625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+15,5000000,-23.40625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+15,6000000,-23.578125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+15,7000000,-23.28125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+15,8000000,-23.5625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+15,9000000,-23.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+15,10000000,-23.46875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,7
+16,1000000,-21.59375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
+16,2000000,-18.078125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
+16,3000000,-13.796875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
+16,4000000,-17.0625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
+16,5000000,-16.546875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
+16,6000000,-17.78125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
+16,7000000,-18.015625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
+16,8000000,-15.796875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
+16,9000000,-16.25,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
+16,10000000,-17.0625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,7
 17,1000000,-23.9375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
 17,2000000,-22.296875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
 17,3000000,-23.546875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
@@ -5299,26 +5299,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-23.28125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
 17,9000000,-23.0,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
 17,10000000,-23.1875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
-18,1000000,-23.75,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-18,2000000,-23.640625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-18,3000000,-23.53125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-18,4000000,-22.171875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-18,5000000,-23.625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-18,6000000,-23.34375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-18,7000000,-23.3125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-18,8000000,-23.828125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-18,9000000,-23.59375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-18,10000000,-23.84375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,7
-19,1000000,-23.46875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
-19,2000000,-22.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
-19,3000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
-19,4000000,-23.390625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
-19,5000000,-23.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
-19,6000000,-22.859375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
-19,7000000,-23.453125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
-19,8000000,-23.15625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
-19,9000000,-23.4375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
-19,10000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,7
+18,1000000,-23.75,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+18,2000000,-23.640625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+18,3000000,-23.53125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+18,4000000,-22.171875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+18,5000000,-23.625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+18,6000000,-23.34375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+18,7000000,-23.3125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+18,8000000,-23.828125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+18,9000000,-23.59375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+18,10000000,-23.84375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,7
+19,1000000,-23.46875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
+19,2000000,-22.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
+19,3000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
+19,4000000,-23.390625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
+19,5000000,-23.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
+19,6000000,-22.859375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
+19,7000000,-23.453125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
+19,8000000,-23.15625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
+19,9000000,-23.4375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
+19,10000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,7
 20,1000000,-23.078125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
 20,2000000,-23.640625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
 20,3000000,-23.34375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
@@ -5329,76 +5329,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-23.953125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
 20,9000000,-23.65625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
 20,10000000,-23.796875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
-21,1000000,-22.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-21,2000000,-23.625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-21,3000000,-23.25,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-21,4000000,-23.578125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-21,5000000,-23.421875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-21,6000000,-23.375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-21,7000000,-23.421875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-21,8000000,-23.375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-21,9000000,-23.984375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-21,10000000,-23.390625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,7
-22,1000000,-19.921875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-22,2000000,-18.015625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-22,3000000,-18.546875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-22,4000000,-18.28125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-22,5000000,-17.609375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-22,6000000,-15.59375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-22,7000000,-18.1875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-22,8000000,-16.84375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-22,9000000,-17.09375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-22,10000000,-16.46875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,7
-23,1000000,-17.375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-23,2000000,-18.828125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-23,3000000,-17.734375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-23,4000000,-17.359375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-23,5000000,-16.53125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-23,6000000,-17.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-23,7000000,-17.484375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-23,8000000,-16.703125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-23,9000000,-15.96875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-23,10000000,-14.859375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,7
-24,1000000,-23.5625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-24,2000000,-23.875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-24,3000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-24,4000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-24,5000000,-23.65625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-24,6000000,-23.578125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-24,7000000,-23.84375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-24,8000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-24,9000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-24,10000000,-23.5,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,7
-25,1000000,-18.125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-25,2000000,-18.828125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-25,3000000,-19.609375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-25,4000000,-21.96875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-25,5000000,-21.734375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-25,6000000,-23.234375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-25,7000000,-23.234375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-25,8000000,-22.296875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-25,9000000,-23.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-25,10000000,-22.78125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,7
-26,1000000,-22.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-26,2000000,-22.125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-26,3000000,-23.15625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-26,4000000,-23.1875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-26,5000000,-23.265625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-26,6000000,-23.46875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-26,7000000,-23.734375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-26,8000000,-23.8125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-26,9000000,-23.421875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-26,10000000,-23.453125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,7
-27,1000000,-23.59375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
-27,2000000,-22.828125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
-27,3000000,-21.8125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
-27,4000000,-20.625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
-27,5000000,-22.21875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
-27,6000000,-22.640625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
-27,7000000,-21.796875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
-27,8000000,-23.703125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
-27,9000000,-22.78125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
-27,10000000,-21.953125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,7
+21,1000000,-22.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+21,2000000,-23.625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+21,3000000,-23.25,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+21,4000000,-23.578125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+21,5000000,-23.421875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+21,6000000,-23.375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+21,7000000,-23.421875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+21,8000000,-23.375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+21,9000000,-23.984375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+21,10000000,-23.390625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,7
+22,1000000,-19.921875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+22,2000000,-18.015625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+22,3000000,-18.546875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+22,4000000,-18.28125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+22,5000000,-17.609375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+22,6000000,-15.59375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+22,7000000,-18.1875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+22,8000000,-16.84375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+22,9000000,-17.09375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+22,10000000,-16.46875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,7
+23,1000000,-17.375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+23,2000000,-18.828125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+23,3000000,-17.734375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+23,4000000,-17.359375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+23,5000000,-16.53125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+23,6000000,-17.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+23,7000000,-17.484375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+23,8000000,-16.703125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+23,9000000,-15.96875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+23,10000000,-14.859375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,7
+24,1000000,-23.5625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+24,2000000,-23.875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+24,3000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+24,4000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+24,5000000,-23.65625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+24,6000000,-23.578125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+24,7000000,-23.84375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+24,8000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+24,9000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+24,10000000,-23.5,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,7
+25,1000000,-18.125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+25,2000000,-18.828125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+25,3000000,-19.609375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+25,4000000,-21.96875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+25,5000000,-21.734375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+25,6000000,-23.234375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+25,7000000,-23.234375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+25,8000000,-22.296875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+25,9000000,-23.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+25,10000000,-22.78125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,7
+26,1000000,-22.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+26,2000000,-22.125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+26,3000000,-23.15625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+26,4000000,-23.1875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+26,5000000,-23.265625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+26,6000000,-23.46875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+26,7000000,-23.734375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+26,8000000,-23.8125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+26,9000000,-23.421875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+26,10000000,-23.453125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,7
+27,1000000,-23.59375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
+27,2000000,-22.828125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
+27,3000000,-21.8125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
+27,4000000,-20.625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
+27,5000000,-22.21875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
+27,6000000,-22.640625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
+27,7000000,-21.796875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
+27,8000000,-23.703125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
+27,9000000,-22.78125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
+27,10000000,-21.953125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,7
 28,1000000,-22.359375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
 28,2000000,-18.65625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
 28,3000000,-23.421875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
@@ -5409,56 +5409,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-20.890625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
 28,9000000,-19.796875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
 28,10000000,-20.234375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
-29,1000000,-23.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-29,2000000,-22.234375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-29,3000000,-23.796875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-29,4000000,-23.03125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-29,5000000,-22.6875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-29,6000000,-22.53125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-29,7000000,-22.65625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-29,8000000,-21.265625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-29,9000000,-22.65625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-29,10000000,-23.453125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,7
-30,1000000,-23.5625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-30,2000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-30,3000000,-23.78125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-30,4000000,-23.53125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-30,5000000,-23.5,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-30,6000000,-23.90625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-30,7000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-30,8000000,-23.203125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-30,9000000,-23.28125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-30,10000000,-23.515625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,7
-31,1000000,-23.5625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-31,2000000,-23.5,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-31,3000000,-23.296875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-31,4000000,-23.453125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-31,5000000,-23.046875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-31,6000000,-23.578125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-31,7000000,-23.234375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-31,8000000,-23.203125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-31,9000000,-23.421875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-31,10000000,-22.796875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,7
-32,1000000,-23.859375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-32,2000000,-22.6875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-32,3000000,-22.734375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-32,4000000,-23.359375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-32,5000000,-22.375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-32,6000000,-23.453125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-32,7000000,-23.84375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-32,8000000,-23.5,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-32,9000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-32,10000000,-23.65625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,7
-33,1000000,-23.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
-33,2000000,-23.046875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
-33,3000000,-23.09375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
-33,4000000,-21.96875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
-33,5000000,-22.703125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
-33,6000000,-22.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
-33,7000000,-21.359375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
-33,8000000,-20.109375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
-33,9000000,-23.859375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
-33,10000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,7
+29,1000000,-23.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+29,2000000,-22.234375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+29,3000000,-23.796875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+29,4000000,-23.03125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+29,5000000,-22.6875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+29,6000000,-22.53125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+29,7000000,-22.65625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+29,8000000,-21.265625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+29,9000000,-22.65625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+29,10000000,-23.453125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,7
+30,1000000,-23.5625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+30,2000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+30,3000000,-23.78125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+30,4000000,-23.53125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+30,5000000,-23.5,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+30,6000000,-23.90625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+30,7000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+30,8000000,-23.203125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+30,9000000,-23.28125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+30,10000000,-23.515625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,7
+31,1000000,-23.5625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+31,2000000,-23.5,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+31,3000000,-23.296875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+31,4000000,-23.453125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+31,5000000,-23.046875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+31,6000000,-23.578125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+31,7000000,-23.234375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+31,8000000,-23.203125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+31,9000000,-23.421875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+31,10000000,-22.796875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,7
+32,1000000,-23.859375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+32,2000000,-22.6875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+32,3000000,-22.734375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+32,4000000,-23.359375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+32,5000000,-22.375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+32,6000000,-23.453125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+32,7000000,-23.84375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+32,8000000,-23.5,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+32,9000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+32,10000000,-23.65625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,7
+33,1000000,-23.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
+33,2000000,-23.046875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
+33,3000000,-23.09375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
+33,4000000,-21.96875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
+33,5000000,-22.703125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
+33,6000000,-22.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
+33,7000000,-21.359375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
+33,8000000,-20.109375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
+33,9000000,-23.859375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
+33,10000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,7
 34,1000000,-21.875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,7
 34,2000000,-19.34375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,7
 34,3000000,-20.03125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,7
@@ -5469,96 +5469,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-17.765625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,7
 34,9000000,-18.046875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,7
 34,10000000,-18.421875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,7
-35,1000000,-23.890625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-35,2000000,-23.453125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-35,3000000,-23.71875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-35,4000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-35,5000000,-23.390625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-35,6000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-35,7000000,-23.53125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-35,8000000,-23.765625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-35,9000000,-23.40625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-35,10000000,-23.46875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,7
-36,1000000,-22.0,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-36,2000000,-22.484375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-36,3000000,-21.578125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-36,4000000,-22.4375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-36,5000000,-23.421875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-36,6000000,-23.9375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-36,7000000,-23.484375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-36,8000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-36,9000000,-23.875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-36,10000000,-23.953125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,7
-37,1000000,-23.09375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-37,2000000,-23.21875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-37,3000000,-23.140625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-37,4000000,-23.21875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-37,5000000,-23.171875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-37,6000000,-23.28125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-37,7000000,-23.140625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-37,8000000,-23.109375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-37,9000000,-23.109375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-37,10000000,-23.015625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,7
-38,1000000,-21.359375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-38,2000000,-20.515625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-38,3000000,-21.328125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-38,4000000,-19.796875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-38,5000000,-18.375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-38,6000000,-21.625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-38,7000000,-19.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-38,8000000,-12.703125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-38,9000000,-17.40625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-38,10000000,-14.609375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,7
-39,1000000,-23.375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-39,2000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-39,3000000,-23.734375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-39,4000000,-23.421875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-39,5000000,-23.5625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-39,6000000,-23.484375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-39,7000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-39,8000000,-23.65625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-39,9000000,-23.421875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-39,10000000,-23.453125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,7
-40,1000000,-17.359375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-40,2000000,-18.90625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-40,3000000,-16.515625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-40,4000000,-17.1875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-40,5000000,-16.65625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-40,6000000,-18.25,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-40,7000000,-18.828125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-40,8000000,-17.71875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-40,9000000,-17.4375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-40,10000000,-17.609375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,7
-41,1000000,-23.125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-41,2000000,-23.8125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-41,3000000,-21.421875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-41,4000000,-23.46875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-41,5000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-41,6000000,-23.53125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-41,7000000,-23.328125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-41,8000000,-23.859375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-41,9000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-41,10000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,7
-42,1000000,-23.0625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-42,2000000,-20.453125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-42,3000000,-16.84375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-42,4000000,-17.296875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-42,5000000,-16.84375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-42,6000000,-14.953125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-42,7000000,-17.078125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-42,8000000,-16.21875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-42,9000000,-15.984375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-42,10000000,-15.34375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,7
-43,1000000,-23.828125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
-43,2000000,-23.953125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
-43,3000000,-23.28125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
-43,4000000,-23.859375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
-43,5000000,-23.890625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
-43,6000000,-23.53125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
-43,7000000,-23.84375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
-43,8000000,-23.1875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
-43,9000000,-23.421875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
-43,10000000,-23.96875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,7
+35,1000000,-23.890625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+35,2000000,-23.453125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+35,3000000,-23.71875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+35,4000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+35,5000000,-23.390625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+35,6000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+35,7000000,-23.53125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+35,8000000,-23.765625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+35,9000000,-23.40625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+35,10000000,-23.46875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,7
+36,1000000,-22.0,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+36,2000000,-22.484375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+36,3000000,-21.578125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+36,4000000,-22.4375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+36,5000000,-23.421875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+36,6000000,-23.9375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+36,7000000,-23.484375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+36,8000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+36,9000000,-23.875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+36,10000000,-23.953125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,7
+37,1000000,-23.09375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+37,2000000,-23.21875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+37,3000000,-23.140625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+37,4000000,-23.21875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+37,5000000,-23.171875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+37,6000000,-23.28125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+37,7000000,-23.140625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+37,8000000,-23.109375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+37,9000000,-23.109375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+37,10000000,-23.015625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,7
+38,1000000,-21.359375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+38,2000000,-20.515625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+38,3000000,-21.328125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+38,4000000,-19.796875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+38,5000000,-18.375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+38,6000000,-21.625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+38,7000000,-19.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+38,8000000,-12.703125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+38,9000000,-17.40625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+38,10000000,-14.609375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,7
+39,1000000,-23.375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+39,2000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+39,3000000,-23.734375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+39,4000000,-23.421875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+39,5000000,-23.5625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+39,6000000,-23.484375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+39,7000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+39,8000000,-23.65625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+39,9000000,-23.421875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+39,10000000,-23.453125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,7
+40,1000000,-17.359375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+40,2000000,-18.90625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+40,3000000,-16.515625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+40,4000000,-17.1875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+40,5000000,-16.65625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+40,6000000,-18.25,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+40,7000000,-18.828125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+40,8000000,-17.71875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+40,9000000,-17.4375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+40,10000000,-17.609375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,7
+41,1000000,-23.125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+41,2000000,-23.8125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+41,3000000,-21.421875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+41,4000000,-23.46875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+41,5000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+41,6000000,-23.53125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+41,7000000,-23.328125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+41,8000000,-23.859375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+41,9000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+41,10000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,7
+42,1000000,-23.0625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+42,2000000,-20.453125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+42,3000000,-16.84375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+42,4000000,-17.296875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+42,5000000,-16.84375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+42,6000000,-14.953125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+42,7000000,-17.078125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+42,8000000,-16.21875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+42,9000000,-15.984375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+42,10000000,-15.34375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,7
+43,1000000,-23.828125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
+43,2000000,-23.953125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
+43,3000000,-23.28125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
+43,4000000,-23.859375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
+43,5000000,-23.890625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
+43,6000000,-23.53125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
+43,7000000,-23.84375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
+43,8000000,-23.1875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
+43,9000000,-23.421875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
+43,10000000,-23.96875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,7
 44,1000000,-23.1875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,7
 44,2000000,-22.984375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,7
 44,3000000,-23.296875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,7
@@ -5569,56 +5569,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.28125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,7
 44,9000000,-23.328125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,7
 44,10000000,-23.4375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,7
-45,1000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,2000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,3000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,4000000,-23.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,5000000,-23.875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,6000000,-23.859375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,7000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,8000000,-23.640625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,9000000,-23.578125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,10000000,-23.578125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-46,1000000,-20.25,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,2000000,-19.03125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,3000000,-19.453125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,4000000,-18.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,5000000,-16.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,6000000,-17.546875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,7000000,-15.84375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,8000000,-14.84375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,9000000,-14.75,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,10000000,-14.015625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-47,1000000,-23.5625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,2000000,-23.84375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,3000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,4000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,5000000,-23.0625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,6000000,-23.765625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,7000000,-23.578125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,8000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,9000000,-23.640625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,10000000,-23.4375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-48,1000000,-18.546875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,2000000,-18.046875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,3000000,-18.296875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,4000000,-19.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,5000000,-18.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,6000000,-18.25,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,7000000,-19.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,8000000,-18.734375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,9000000,-18.015625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,10000000,-18.265625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-49,1000000,-23.375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,2000000,-23.53125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,3000000,-23.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,4000000,-23.40625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,5000000,-23.375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,6000000,-23.515625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,7000000,-23.484375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,8000000,-23.421875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,9000000,-23.515625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,10000000,-23.4375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
+45,1000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,2000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,3000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,4000000,-23.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,5000000,-23.875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,6000000,-23.859375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,7000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,8000000,-23.640625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,9000000,-23.578125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,10000000,-23.578125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+46,1000000,-20.25,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,2000000,-19.03125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,3000000,-19.453125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,4000000,-18.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,5000000,-16.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,6000000,-17.546875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,7000000,-15.84375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,8000000,-14.84375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,9000000,-14.75,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,10000000,-14.015625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+47,1000000,-23.5625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,2000000,-23.84375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,3000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,4000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,5000000,-23.0625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,6000000,-23.765625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,7000000,-23.578125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,8000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,9000000,-23.640625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,10000000,-23.4375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+48,1000000,-18.546875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,2000000,-18.046875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,3000000,-18.296875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,4000000,-19.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,5000000,-18.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,6000000,-18.25,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,7000000,-19.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,8000000,-18.734375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,9000000,-18.015625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,10000000,-18.265625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+49,1000000,-23.375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,2000000,-23.53125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,3000000,-23.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,4000000,-23.40625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,5000000,-23.375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,6000000,-23.515625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,7000000,-23.484375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,8000000,-23.421875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,9000000,-23.515625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,10000000,-23.4375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
 50,1000000,-22.40625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
 50,2000000,-22.890625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
 50,3000000,-22.375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
@@ -5629,26 +5629,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-23.96875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
 50,9000000,-23.859375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
 50,10000000,-23.140625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
-51,1000000,-23.609375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,2000000,-23.421875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,3000000,-23.515625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,4000000,-23.421875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,5000000,-23.3125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,6000000,-23.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,7000000,-23.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,8000000,-23.453125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,9000000,-23.421875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,10000000,-23.484375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-52,1000000,-18.09375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,2000000,-18.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,3000000,-17.125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,4000000,-17.703125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,5000000,-15.4375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,6000000,-15.375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,7000000,-14.765625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,8000000,-13.125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,9000000,-13.75,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,10000000,-11.203125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
+51,1000000,-23.609375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,2000000,-23.421875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,3000000,-23.515625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,4000000,-23.421875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,5000000,-23.3125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,6000000,-23.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,7000000,-23.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,8000000,-23.453125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,9000000,-23.421875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,10000000,-23.484375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+52,1000000,-18.09375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,2000000,-18.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,3000000,-17.125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,4000000,-17.703125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,5000000,-15.4375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,6000000,-15.375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,7000000,-14.765625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,8000000,-13.125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,9000000,-13.75,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,10000000,-11.203125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
 53,1000000,-23.390625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,7
 53,2000000,-23.515625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,7
 53,3000000,-23.609375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,7
@@ -5669,16 +5669,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-15.0625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,7
 54,9000000,-16.390625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,7
 54,10000000,-16.296875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,7
-55,1000000,-17.390625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,2000000,-16.796875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,3000000,-18.28125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,4000000,-17.984375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,5000000,-16.28125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,6000000,-17.640625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,7000000,-18.890625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,8000000,-19.984375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,9000000,-19.265625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,10000000,-23.140625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
+55,1000000,-17.390625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,2000000,-16.796875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,3000000,-18.28125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,4000000,-17.984375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,5000000,-16.28125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,6000000,-17.640625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,7000000,-18.890625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,8000000,-19.984375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,9000000,-19.265625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,10000000,-23.140625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
 56,1000000,-23.9375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
 56,2000000,-23.84375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
 56,3000000,-23.0,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
@@ -5689,16 +5689,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-23.21875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
 56,9000000,-23.5,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
 56,10000000,-23.90625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
-57,1000000,-23.046875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,2000000,-23.546875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,3000000,-23.578125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,4000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,5000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,6000000,-23.328125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,7000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,8000000,-23.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,9000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,10000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
+57,1000000,-23.046875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,2000000,-23.546875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,3000000,-23.578125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,4000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,5000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,6000000,-23.328125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,7000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,8000000,-23.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,9000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,10000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
 58,1000000,-17.84375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
 58,2000000,-22.671875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
 58,3000000,-18.15625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
@@ -5709,26 +5709,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-11.828125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
 58,9000000,-13.09375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
 58,10000000,-15.421875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
-59,1000000,-23.78125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,2000000,-23.421875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,3000000,-23.59375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,4000000,-22.796875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,5000000,-23.484375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,6000000,-23.484375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,7000000,-24.0,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,8000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,9000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,10000000,-23.890625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-60,1000000,-23.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,2000000,-21.78125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,3000000,-23.90625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,4000000,-23.484375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,5000000,-23.640625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,6000000,-22.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,7000000,-23.5625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,8000000,-23.953125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,9000000,-23.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,10000000,-23.609375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
+59,1000000,-23.78125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,2000000,-23.421875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,3000000,-23.59375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,4000000,-22.796875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,5000000,-23.484375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,6000000,-23.484375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,7000000,-24.0,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,8000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,9000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,10000000,-23.890625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+60,1000000,-23.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,2000000,-21.78125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,3000000,-23.90625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,4000000,-23.484375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,5000000,-23.640625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,6000000,-22.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,7000000,-23.5625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,8000000,-23.953125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,9000000,-23.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,10000000,-23.609375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
 61,1000000,-18.921875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
 61,2000000,-18.046875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
 61,3000000,-15.890625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
@@ -5739,16 +5739,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-17.671875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
 61,9000000,-16.8125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
 61,10000000,-15.78125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
-62,1000000,-23.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,2000000,-23.4375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,3000000,-23.515625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,4000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,5000000,-23.359375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,6000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,7000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,8000000,-23.46875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,9000000,-23.46875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,10000000,-23.40625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
+62,1000000,-23.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,2000000,-23.4375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,3000000,-23.515625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,4000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,5000000,-23.359375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,6000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,7000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,8000000,-23.46875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,9000000,-23.46875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,10000000,-23.40625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
 63,1000000,-23.78125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
 63,2000000,-23.609375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
 63,3000000,-23.875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
@@ -5759,16 +5759,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.9375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
 63,9000000,-23.234375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
 63,10000000,-23.53125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
-64,1000000,-15.453125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,2000000,-16.828125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,3000000,-17.1875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,4000000,-16.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,5000000,-18.5625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,6000000,-18.125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,7000000,-16.71875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,8000000,-17.671875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,9000000,-15.15625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,10000000,-15.5,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
+64,1000000,-15.453125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,2000000,-16.828125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,3000000,-17.1875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,4000000,-16.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,5000000,-18.5625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,6000000,-18.125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,7000000,-16.71875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,8000000,-17.671875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,9000000,-15.15625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,10000000,-15.5,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
 65,1000000,-19.171875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,7
 65,2000000,-19.578125,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,7
 65,3000000,-18.109375,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,7
@@ -5789,16 +5789,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-23.28125,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,7
 66,9000000,-20.46875,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,7
 66,10000000,-23.203125,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,7
-67,1000000,-23.109375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,2000000,-23.25,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,3000000,-23.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,4000000,-23.140625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,5000000,-23.15625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,6000000,-23.53125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,7000000,-23.296875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,8000000,-23.234375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,9000000,-23.359375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,10000000,-23.484375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
+67,1000000,-23.109375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,2000000,-23.25,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,3000000,-23.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,4000000,-23.140625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,5000000,-23.15625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,6000000,-23.53125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,7000000,-23.296875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,8000000,-23.234375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,9000000,-23.359375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,10000000,-23.484375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
 68,1000000,-23.90625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,7
 68,2000000,-23.953125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,7
 68,3000000,-23.921875,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,7
@@ -5829,46 +5829,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-23.296875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,7
 70,9000000,-23.765625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,7
 70,10000000,-21.921875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,7
-71,1000000,-19.453125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,2000000,-21.125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,3000000,-16.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,4000000,-18.671875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,5000000,-16.640625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,6000000,-17.515625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,7000000,-17.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,8000000,-18.046875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,9000000,-15.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,10000000,-15.046875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-72,1000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-72,2000000,-23.78125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-72,3000000,-23.484375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-72,4000000,-23.875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-72,5000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-72,6000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-72,7000000,-23.484375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-72,8000000,-23.578125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-72,9000000,-23.15625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-72,10000000,-23.109375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
-73,1000000,-23.09375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-73,2000000,-23.421875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-73,3000000,-23.28125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-73,4000000,-23.546875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-73,5000000,-23.3125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-73,6000000,-23.515625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-73,7000000,-22.9375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-73,8000000,-23.546875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-73,9000000,-23.28125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-73,10000000,-23.140625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,7
-74,1000000,-22.171875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
-74,2000000,-22.234375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
-74,3000000,-20.96875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
-74,4000000,-19.703125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
-74,5000000,-19.046875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
-74,6000000,-20.03125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
-74,7000000,-20.4375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
-74,8000000,-17.53125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
-74,9000000,-18.796875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
-74,10000000,-17.984375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,7
+71,1000000,-19.453125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+71,2000000,-21.125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+71,3000000,-16.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+71,4000000,-18.671875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+71,5000000,-16.640625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+71,6000000,-17.515625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+71,7000000,-17.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+71,8000000,-18.046875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+71,9000000,-15.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+71,10000000,-15.046875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,7
+72,1000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+72,2000000,-23.78125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+72,3000000,-23.484375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+72,4000000,-23.875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+72,5000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+72,6000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+72,7000000,-23.484375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+72,8000000,-23.578125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+72,9000000,-23.15625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+72,10000000,-23.109375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,7
+73,1000000,-23.09375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,2000000,-23.421875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,3000000,-23.28125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,4000000,-23.546875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,5000000,-23.3125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,6000000,-23.515625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,7000000,-22.9375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,8000000,-23.546875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,9000000,-23.28125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,10000000,-23.140625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+74,1000000,-22.171875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,2000000,-22.234375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,3000000,-20.96875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,4000000,-19.703125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,5000000,-19.046875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,6000000,-20.03125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,7000000,-20.4375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,8000000,-17.53125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,9000000,-18.796875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,10000000,-17.984375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
 75,1000000,-23.34375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,7
 75,2000000,-23.4375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,7
 75,3000000,-23.890625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,7
@@ -5889,56 +5889,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-21.046875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,7
 76,9000000,-21.25,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,7
 76,10000000,-22.03125,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,7
-77,1000000,-22.34375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,2000000,-23.625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,3000000,-23.125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,4000000,-23.578125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,5000000,-23.953125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,6000000,-23.65625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,7000000,-23.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,8000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,9000000,-23.9375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,10000000,-23.90625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-78,1000000,-17.109375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-78,2000000,-19.171875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-78,3000000,-20.640625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-78,4000000,-19.234375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-78,5000000,-17.734375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-78,6000000,-19.078125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-78,7000000,-17.703125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-78,8000000,-20.6875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-78,9000000,-18.328125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-78,10000000,-18.75,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,7
-79,1000000,-16.515625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-79,2000000,-17.828125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-79,3000000,-17.703125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-79,4000000,-18.578125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-79,5000000,-17.046875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-79,6000000,-17.265625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-79,7000000,-16.59375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-79,8000000,-16.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-79,9000000,-15.84375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-79,10000000,-15.390625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
-80,1000000,-20.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-80,2000000,-23.921875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-80,3000000,-23.90625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-80,4000000,-21.796875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-80,5000000,-23.421875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-80,6000000,-22.796875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-80,7000000,-23.375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-80,8000000,-22.359375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-80,9000000,-20.734375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-80,10000000,-23.703125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,7
-81,1000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
-81,2000000,-22.75,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
-81,3000000,-21.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
-81,4000000,-22.703125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
-81,5000000,-23.65625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
-81,6000000,-23.390625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
-81,7000000,-23.421875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
-81,8000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
-81,9000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
-81,10000000,-23.578125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,7
+77,1000000,-22.34375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+77,2000000,-23.625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+77,3000000,-23.125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+77,4000000,-23.578125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+77,5000000,-23.953125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+77,6000000,-23.65625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+77,7000000,-23.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+77,8000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+77,9000000,-23.9375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+77,10000000,-23.90625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
+78,1000000,-17.109375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,2000000,-19.171875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,3000000,-20.640625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,4000000,-19.234375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,5000000,-17.734375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,6000000,-19.078125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,7000000,-17.703125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,8000000,-20.6875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,9000000,-18.328125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,10000000,-18.75,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+79,1000000,-16.515625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+79,2000000,-17.828125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+79,3000000,-17.703125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+79,4000000,-18.578125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+79,5000000,-17.046875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+79,6000000,-17.265625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+79,7000000,-16.59375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+79,8000000,-16.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+79,9000000,-15.84375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+79,10000000,-15.390625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
+80,1000000,-20.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+80,2000000,-23.921875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+80,3000000,-23.90625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+80,4000000,-21.796875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+80,5000000,-23.421875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+80,6000000,-22.796875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+80,7000000,-23.375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+80,8000000,-22.359375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+80,9000000,-20.734375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+80,10000000,-23.703125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,7
+81,1000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
+81,2000000,-22.75,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
+81,3000000,-21.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
+81,4000000,-22.703125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
+81,5000000,-23.65625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
+81,6000000,-23.390625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
+81,7000000,-23.421875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
+81,8000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
+81,9000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
+81,10000000,-23.578125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
 82,1000000,-18.78125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
 82,2000000,-18.046875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
 82,3000000,-16.390625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
@@ -5949,46 +5949,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-17.5625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
 82,9000000,-14.90625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
 82,10000000,-13.078125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
-83,1000000,-23.546875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-83,2000000,-22.90625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-83,3000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-83,4000000,-23.6875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-83,5000000,-23.203125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-83,6000000,-23.140625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-83,7000000,-23.25,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-83,8000000,-22.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-83,9000000,-22.71875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-83,10000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,7
-84,1000000,-19.59375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-84,2000000,-20.75,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-84,3000000,-18.796875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-84,4000000,-16.046875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-84,5000000,-17.421875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-84,6000000,-18.59375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-84,7000000,-18.984375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-84,8000000,-15.6875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-84,9000000,-19.078125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-84,10000000,-16.296875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,7
-85,1000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-85,2000000,-23.765625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-85,3000000,-23.046875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-85,4000000,-23.5625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-85,5000000,-23.921875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-85,6000000,-23.609375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-85,7000000,-23.0625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-85,8000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-85,9000000,-23.546875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-85,10000000,-23.265625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,7
-86,1000000,-16.734375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
-86,2000000,-18.921875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
-86,3000000,-19.921875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
-86,4000000,-17.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
-86,5000000,-17.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
-86,6000000,-17.75,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
-86,7000000,-16.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
-86,8000000,-15.875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
-86,9000000,-17.21875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
-86,10000000,-17.09375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,7
+83,1000000,-23.546875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+83,2000000,-22.90625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+83,3000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+83,4000000,-23.6875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+83,5000000,-23.203125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+83,6000000,-23.140625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+83,7000000,-23.25,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+83,8000000,-22.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+83,9000000,-22.71875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+83,10000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,7
+84,1000000,-19.59375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,2000000,-20.75,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,3000000,-18.796875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,4000000,-16.046875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,5000000,-17.421875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,6000000,-18.59375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,7000000,-18.984375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,8000000,-15.6875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,9000000,-19.078125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,10000000,-16.296875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+85,1000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,2000000,-23.765625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,3000000,-23.046875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,4000000,-23.5625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,5000000,-23.921875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,6000000,-23.609375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,7000000,-23.0625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,8000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,9000000,-23.546875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,10000000,-23.265625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+86,1000000,-16.734375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,2000000,-18.921875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,3000000,-19.921875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,4000000,-17.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,5000000,-17.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,6000000,-17.75,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,7000000,-16.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,8000000,-15.875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,9000000,-17.21875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,10000000,-17.09375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
 87,1000000,-22.078125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
 87,2000000,-22.96875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
 87,3000000,-22.34375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
@@ -5999,16 +5999,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-21.359375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
 87,9000000,-23.203125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
 87,10000000,-20.640625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
-88,1000000,-23.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,2000000,-23.265625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,3000000,-22.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,4000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,5000000,-23.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,6000000,-23.390625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,7000000,-23.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,8000000,-23.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,9000000,-23.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,10000000,-23.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
+88,1000000,-23.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,2000000,-23.265625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,3000000,-22.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,4000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,5000000,-23.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,6000000,-23.390625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,7000000,-23.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,8000000,-23.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,9000000,-23.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,10000000,-23.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
 89,1000000,-19.6875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
 89,2000000,-18.484375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
 89,3000000,-19.109375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
@@ -6019,36 +6019,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-20.859375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
 89,9000000,-21.390625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
 89,10000000,-20.09375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
-90,1000000,-23.859375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,2000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,3000000,-23.875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,4000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,5000000,-23.796875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,6000000,-23.6875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,7000000,-23.6875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,8000000,-23.59375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,9000000,-23.46875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,10000000,-23.234375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-91,1000000,-19.40625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-91,2000000,-18.75,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-91,3000000,-18.40625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-91,4000000,-18.640625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-91,5000000,-17.578125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-91,6000000,-17.671875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-91,7000000,-18.03125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-91,8000000,-17.71875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-91,9000000,-18.28125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-91,10000000,-18.65625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-92,1000000,-23.875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
-92,2000000,-22.765625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
-92,3000000,-23.921875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
-92,4000000,-23.015625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
-92,5000000,-23.453125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
-92,6000000,-23.328125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
-92,7000000,-23.34375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
-92,8000000,-23.90625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
-92,9000000,-22.90625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
-92,10000000,-23.953125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
+90,1000000,-23.859375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+90,2000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+90,3000000,-23.875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+90,4000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+90,5000000,-23.796875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+90,6000000,-23.6875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+90,7000000,-23.6875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+90,8000000,-23.59375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+90,9000000,-23.46875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+90,10000000,-23.234375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,7
+91,1000000,-19.40625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+91,2000000,-18.75,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+91,3000000,-18.40625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+91,4000000,-18.640625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+91,5000000,-17.578125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+91,6000000,-17.671875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+91,7000000,-18.03125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+91,8000000,-17.71875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+91,9000000,-18.28125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+91,10000000,-18.65625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+92,1000000,-23.875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,2000000,-22.765625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,3000000,-23.921875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,4000000,-23.015625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,5000000,-23.453125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,6000000,-23.328125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,7000000,-23.34375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,8000000,-23.90625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,9000000,-22.90625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,10000000,-23.953125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
 93,1000000,-22.0,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
 93,2000000,-23.9375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
 93,3000000,-23.9375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
@@ -6059,36 +6059,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-23.84375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
 93,9000000,-22.234375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
 93,10000000,-23.828125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
-94,1000000,-23.625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,2000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,3000000,-23.84375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,4000000,-23.515625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,5000000,-23.546875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,6000000,-23.890625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,7000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,8000000,-23.859375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,9000000,-23.921875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,10000000,-23.953125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-95,1000000,-19.640625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-95,2000000,-18.984375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-95,3000000,-19.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-95,4000000,-19.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-95,5000000,-18.296875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-95,6000000,-18.15625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-95,7000000,-17.546875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-95,8000000,-17.390625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-95,9000000,-19.171875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-95,10000000,-17.96875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,7
-96,1000000,-22.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
-96,2000000,-21.890625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
-96,3000000,-22.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
-96,4000000,-22.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
-96,5000000,-19.421875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
-96,6000000,-21.265625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
-96,7000000,-22.8125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
-96,8000000,-18.953125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
-96,9000000,-19.484375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
-96,10000000,-21.71875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,7
+94,1000000,-23.625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,2000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,3000000,-23.84375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,4000000,-23.515625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,5000000,-23.546875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,6000000,-23.890625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,7000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,8000000,-23.859375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,9000000,-23.921875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,10000000,-23.953125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+95,1000000,-19.640625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,2000000,-18.984375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,3000000,-19.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,4000000,-19.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,5000000,-18.296875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,6000000,-18.15625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,7000000,-17.546875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,8000000,-17.390625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,9000000,-19.171875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,10000000,-17.96875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+96,1000000,-22.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,2000000,-21.890625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,3000000,-22.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,4000000,-22.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,5000000,-19.421875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,6000000,-21.265625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,7000000,-22.8125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,8000000,-18.953125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,9000000,-19.484375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,10000000,-21.71875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
 97,1000000,-23.921875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,7
 97,2000000,-23.546875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,7
 97,3000000,-23.90625,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,7
@@ -6109,36 +6109,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-23.984375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,7
 98,9000000,-23.984375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,7
 98,10000000,-24.0,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,7
-99,1000000,-22.734375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,2000000,-19.546875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,3000000,-21.0625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,4000000,-18.015625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,5000000,-16.078125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,6000000,-19.109375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,7000000,-12.4375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,8000000,-17.453125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,9000000,-16.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,10000000,-14.640625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-100,1000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-100,2000000,-23.84375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-100,3000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-100,4000000,-23.71875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-100,5000000,-23.625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-100,6000000,-23.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-100,7000000,-23.390625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-100,8000000,-23.4375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-100,9000000,-23.53125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-100,10000000,-23.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
-101,1000000,-19.46875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
-101,2000000,-18.671875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
-101,3000000,-15.65625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
-101,4000000,-17.796875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
-101,5000000,-17.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
-101,6000000,-14.0625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
-101,7000000,-15.265625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
-101,8000000,-18.1875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
-101,9000000,-16.15625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
-101,10000000,-14.15625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,7
+99,1000000,-22.734375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,2000000,-19.546875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,3000000,-21.0625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,4000000,-18.015625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,5000000,-16.078125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,6000000,-19.109375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,7000000,-12.4375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,8000000,-17.453125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,9000000,-16.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,10000000,-14.640625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+100,1000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,2000000,-23.84375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,3000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,4000000,-23.71875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,5000000,-23.625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,6000000,-23.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,7000000,-23.390625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,8000000,-23.4375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,9000000,-23.53125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,10000000,-23.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+101,1000000,-19.46875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,2000000,-18.671875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,3000000,-15.65625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,4000000,-17.796875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,5000000,-17.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,6000000,-14.0625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,7000000,-15.265625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,8000000,-18.1875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,9000000,-16.15625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,10000000,-14.15625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
 102,1000000,-17.9375,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,7
 102,2000000,-17.1875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,7
 102,3000000,-16.84375,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,7
@@ -6169,56 +6169,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-21.09375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,7
 104,9000000,-19.9375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,7
 104,10000000,-22.015625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,7
-105,1000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-105,2000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-105,3000000,-23.5,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-105,4000000,-23.609375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-105,5000000,-23.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-105,6000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-105,7000000,-23.921875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-105,8000000,-23.5625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-105,9000000,-23.546875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-105,10000000,-23.625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
-106,1000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-106,2000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-106,3000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-106,4000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-106,5000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-106,6000000,-23.5,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-106,7000000,-23.40625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-106,8000000,-23.375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-106,9000000,-23.15625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-106,10000000,-23.21875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,7
-107,1000000,-20.21875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-107,2000000,-19.703125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-107,3000000,-20.546875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-107,4000000,-20.375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-107,5000000,-19.765625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-107,6000000,-19.109375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-107,7000000,-21.625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-107,8000000,-18.84375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-107,9000000,-19.109375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-107,10000000,-18.84375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,7
-108,1000000,-23.859375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-108,2000000,-23.828125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-108,3000000,-23.9375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-108,4000000,-23.921875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-108,5000000,-23.859375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-108,6000000,-23.765625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-108,7000000,-21.453125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-108,8000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-108,9000000,-23.78125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-108,10000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,7
-109,1000000,-22.046875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
-109,2000000,-22.25,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
-109,3000000,-23.921875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
-109,4000000,-22.140625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
-109,5000000,-23.046875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
-109,6000000,-23.8125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
-109,7000000,-23.9375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
-109,8000000,-23.078125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
-109,9000000,-23.453125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
-109,10000000,-23.828125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,7
+105,1000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+105,2000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+105,3000000,-23.5,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+105,4000000,-23.609375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+105,5000000,-23.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+105,6000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+105,7000000,-23.921875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+105,8000000,-23.5625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+105,9000000,-23.546875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+105,10000000,-23.625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,7
+106,1000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+106,2000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+106,3000000,-23.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+106,4000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+106,5000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+106,6000000,-23.5,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+106,7000000,-23.40625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+106,8000000,-23.375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+106,9000000,-23.15625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+106,10000000,-23.21875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,7
+107,1000000,-20.21875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+107,2000000,-19.703125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+107,3000000,-20.546875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+107,4000000,-20.375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+107,5000000,-19.765625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+107,6000000,-19.109375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+107,7000000,-21.625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+107,8000000,-18.84375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+107,9000000,-19.109375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+107,10000000,-18.84375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,7
+108,1000000,-23.859375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+108,2000000,-23.828125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+108,3000000,-23.9375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+108,4000000,-23.921875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+108,5000000,-23.859375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+108,6000000,-23.765625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+108,7000000,-21.453125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+108,8000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+108,9000000,-23.78125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+108,10000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,7
+109,1000000,-22.046875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
+109,2000000,-22.25,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
+109,3000000,-23.921875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
+109,4000000,-22.140625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
+109,5000000,-23.046875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
+109,6000000,-23.8125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
+109,7000000,-23.9375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
+109,8000000,-23.078125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
+109,9000000,-23.453125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
+109,10000000,-23.828125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,7
 110,1000000,-23.828125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,7
 110,2000000,-23.203125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,7
 110,3000000,-23.953125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,7
@@ -6239,36 +6239,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,7
 111,9000000,-23.59375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,7
 111,10000000,-23.625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,7
-112,1000000,-19.296875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-112,2000000,-18.15625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-112,3000000,-18.8125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-112,4000000,-18.5625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-112,5000000,-22.796875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-112,6000000,-21.15625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-112,7000000,-21.9375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-112,8000000,-21.390625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-112,9000000,-23.640625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-112,10000000,-23.21875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,7
-113,1000000,-23.5,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-113,2000000,-23.28125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-113,3000000,-23.375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-113,4000000,-23.375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-113,5000000,-23.484375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-113,6000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-113,7000000,-23.28125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-113,8000000,-23.421875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-113,9000000,-23.296875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-113,10000000,-23.484375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,7
-114,1000000,-23.515625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
-114,2000000,-23.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
-114,3000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
-114,4000000,-23.484375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
-114,5000000,-23.578125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
-114,6000000,-23.5625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
-114,7000000,-23.671875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
-114,8000000,-23.5,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
-114,9000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
-114,10000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,7
+112,1000000,-19.296875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+112,2000000,-18.15625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+112,3000000,-18.8125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+112,4000000,-18.5625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+112,5000000,-22.796875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+112,6000000,-21.15625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+112,7000000,-21.9375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+112,8000000,-21.390625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+112,9000000,-23.640625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+112,10000000,-23.21875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,7
+113,1000000,-23.5,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+113,2000000,-23.28125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+113,3000000,-23.375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+113,4000000,-23.375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+113,5000000,-23.484375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+113,6000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+113,7000000,-23.28125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+113,8000000,-23.421875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+113,9000000,-23.296875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+113,10000000,-23.484375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,7
+114,1000000,-23.515625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
+114,2000000,-23.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
+114,3000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
+114,4000000,-23.484375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
+114,5000000,-23.578125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
+114,6000000,-23.5625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
+114,7000000,-23.671875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
+114,8000000,-23.5,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
+114,9000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
+114,10000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,7
 115,1000000,-23.484375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
 115,2000000,-23.25,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
 115,3000000,-23.84375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
@@ -6279,26 +6279,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-23.96875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
 115,9000000,-22.9375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
 115,10000000,-23.9375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
-116,1000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-116,2000000,-23.109375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-116,3000000,-23.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-116,4000000,-22.984375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-116,5000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-116,6000000,-23.09375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-116,7000000,-22.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-116,8000000,-23.046875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-116,9000000,-22.9375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-116,10000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,7
-117,1000000,-23.296875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
-117,2000000,-23.5,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
-117,3000000,-23.609375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
-117,4000000,-23.421875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
-117,5000000,-23.328125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
-117,6000000,-23.453125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
-117,7000000,-23.390625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
-117,8000000,-23.265625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
-117,9000000,-23.421875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
-117,10000000,-23.5625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,7
+116,1000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+116,2000000,-23.109375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+116,3000000,-23.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+116,4000000,-22.984375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+116,5000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+116,6000000,-23.09375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+116,7000000,-22.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+116,8000000,-23.046875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+116,9000000,-22.9375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+116,10000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,7
+117,1000000,-23.296875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
+117,2000000,-23.5,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
+117,3000000,-23.609375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
+117,4000000,-23.421875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
+117,5000000,-23.328125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
+117,6000000,-23.453125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
+117,7000000,-23.390625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
+117,8000000,-23.265625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
+117,9000000,-23.421875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
+117,10000000,-23.5625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,7
 118,1000000,-19.265625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
 118,2000000,-22.09375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
 118,3000000,-19.375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
@@ -6309,56 +6309,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-20.15625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
 118,9000000,-18.96875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
 118,10000000,-18.5625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
-119,1000000,-23.453125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-119,2000000,-22.203125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-119,3000000,-23.125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-119,4000000,-21.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-119,5000000,-23.15625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-119,6000000,-22.296875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-119,7000000,-22.125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-119,8000000,-22.03125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-119,9000000,-20.890625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-119,10000000,-23.984375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,7
-120,1000000,-22.140625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-120,2000000,-22.703125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-120,3000000,-23.6875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-120,4000000,-22.359375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-120,5000000,-23.078125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-120,6000000,-23.09375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-120,7000000,-23.765625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-120,8000000,-20.375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-120,9000000,-23.796875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-120,10000000,-23.46875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,7
-121,1000000,-23.671875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-121,2000000,-21.953125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-121,3000000,-22.234375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-121,4000000,-22.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-121,5000000,-22.84375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-121,6000000,-23.265625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-121,7000000,-23.546875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-121,8000000,-23.421875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-121,9000000,-23.53125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-121,10000000,-23.5,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,7
-122,1000000,-23.46875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-122,2000000,-23.390625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-122,3000000,-23.359375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-122,4000000,-23.140625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-122,5000000,-23.4375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-122,6000000,-23.421875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-122,7000000,-23.34375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-122,8000000,-23.390625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-122,9000000,-23.4375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-122,10000000,-23.28125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,7
-123,1000000,-18.875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
-123,2000000,-18.3125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
-123,3000000,-18.75,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
-123,4000000,-18.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
-123,5000000,-17.859375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
-123,6000000,-17.65625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
-123,7000000,-17.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
-123,8000000,-19.34375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
-123,9000000,-17.453125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
-123,10000000,-17.828125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,7
+119,1000000,-23.453125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+119,2000000,-22.203125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+119,3000000,-23.125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+119,4000000,-21.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+119,5000000,-23.15625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+119,6000000,-22.296875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+119,7000000,-22.125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+119,8000000,-22.03125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+119,9000000,-20.890625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+119,10000000,-23.984375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,7
+120,1000000,-22.140625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+120,2000000,-22.703125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+120,3000000,-23.6875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+120,4000000,-22.359375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+120,5000000,-23.078125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+120,6000000,-23.09375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+120,7000000,-23.765625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+120,8000000,-20.375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+120,9000000,-23.796875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+120,10000000,-23.46875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,7
+121,1000000,-23.671875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+121,2000000,-21.953125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+121,3000000,-22.234375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+121,4000000,-22.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+121,5000000,-22.84375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+121,6000000,-23.265625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+121,7000000,-23.546875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+121,8000000,-23.421875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+121,9000000,-23.53125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+121,10000000,-23.5,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,7
+122,1000000,-23.46875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+122,2000000,-23.390625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+122,3000000,-23.359375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+122,4000000,-23.140625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+122,5000000,-23.4375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+122,6000000,-23.421875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+122,7000000,-23.34375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+122,8000000,-23.390625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+122,9000000,-23.4375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+122,10000000,-23.28125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,7
+123,1000000,-18.875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
+123,2000000,-18.3125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
+123,3000000,-18.75,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
+123,4000000,-18.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
+123,5000000,-17.859375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
+123,6000000,-17.65625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
+123,7000000,-17.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
+123,8000000,-19.34375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
+123,9000000,-17.453125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
+123,10000000,-17.828125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,7
 124,1000000,-18.484375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,7
 124,2000000,-18.078125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,7
 124,3000000,-17.53125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,7
@@ -6369,136 +6369,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-20.359375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,7
 124,9000000,-20.328125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,7
 124,10000000,-22.421875,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,7
-125,1000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-125,2000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-125,3000000,-23.96875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-125,4000000,-23.890625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-125,5000000,-23.921875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-125,6000000,-23.984375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-125,7000000,-23.890625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-125,8000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-125,9000000,-23.9375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-125,10000000,-23.984375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,7
-126,1000000,-23.875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-126,2000000,-22.265625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-126,3000000,-23.0,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-126,4000000,-22.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-126,5000000,-23.1875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-126,6000000,-22.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-126,7000000,-22.875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-126,8000000,-23.125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-126,9000000,-22.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-126,10000000,-22.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,7
-127,1000000,-22.515625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-127,2000000,-23.078125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-127,3000000,-23.15625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-127,4000000,-20.71875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-127,5000000,-23.328125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-127,6000000,-23.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-127,7000000,-23.25,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-127,8000000,-23.546875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-127,9000000,-23.9375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-127,10000000,-23.1875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,7
-128,1000000,-21.71875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-128,2000000,-23.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-128,3000000,-21.125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-128,4000000,-23.390625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-128,5000000,-23.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-128,6000000,-23.984375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-128,7000000,-23.625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-128,8000000,-23.5,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-128,9000000,-23.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-128,10000000,-22.875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,7
-129,1000000,-23.3125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-129,2000000,-23.25,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-129,3000000,-23.40625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-129,4000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-129,5000000,-23.5625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-129,6000000,-23.484375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-129,7000000,-23.4375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-129,8000000,-23.40625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-129,9000000,-23.546875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-129,10000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,7
-130,1000000,-20.921875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-130,2000000,-22.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-130,3000000,-23.03125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-130,4000000,-23.125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-130,5000000,-23.234375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-130,6000000,-23.09375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-130,7000000,-22.171875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-130,8000000,-22.515625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-130,9000000,-23.40625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-130,10000000,-22.3125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,7
-131,1000000,-23.890625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-131,2000000,-23.53125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-131,3000000,-21.828125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-131,4000000,-21.9375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-131,5000000,-23.84375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-131,6000000,-21.953125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-131,7000000,-21.484375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-131,8000000,-23.796875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-131,9000000,-23.484375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-131,10000000,-20.296875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,7
-132,1000000,-22.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-132,2000000,-23.234375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-132,3000000,-23.140625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-132,4000000,-23.34375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-132,5000000,-23.078125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-132,6000000,-23.140625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-132,7000000,-22.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-132,8000000,-22.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-132,9000000,-23.296875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-132,10000000,-23.3125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,7
-133,1000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-133,2000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-133,3000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-133,4000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-133,5000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-133,6000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-133,7000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-133,8000000,-23.890625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-133,9000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-133,10000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,7
-134,1000000,-21.625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-134,2000000,-22.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-134,3000000,-23.359375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-134,4000000,-23.4375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-134,5000000,-23.5,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-134,6000000,-23.984375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-134,7000000,-23.453125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-134,8000000,-23.421875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-134,9000000,-23.234375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-134,10000000,-23.140625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,7
-135,1000000,-23.671875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-135,2000000,-23.609375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-135,3000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-135,4000000,-23.265625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-135,5000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-135,6000000,-23.53125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-135,7000000,-23.453125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-135,8000000,-23.453125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-135,9000000,-23.390625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-135,10000000,-23.40625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,7
-136,1000000,-22.53125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-136,2000000,-23.265625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-136,3000000,-23.96875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-136,4000000,-23.515625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-136,5000000,-23.78125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-136,6000000,-23.8125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-136,7000000,-23.78125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-136,8000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-136,9000000,-22.734375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-136,10000000,-22.53125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,7
-137,1000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
-137,2000000,-23.625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
-137,3000000,-23.984375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
-137,4000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
-137,5000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
-137,6000000,-23.484375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
-137,7000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
-137,8000000,-23.609375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
-137,9000000,-23.921875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
-137,10000000,-23.671875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,7
+125,1000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+125,2000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+125,3000000,-23.96875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+125,4000000,-23.890625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+125,5000000,-23.921875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+125,6000000,-23.984375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+125,7000000,-23.890625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+125,8000000,-23.953125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+125,9000000,-23.9375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+125,10000000,-23.984375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,7
+126,1000000,-23.875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+126,2000000,-22.265625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+126,3000000,-23.0,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+126,4000000,-22.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+126,5000000,-23.1875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+126,6000000,-22.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+126,7000000,-22.875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+126,8000000,-23.125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+126,9000000,-22.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+126,10000000,-22.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,7
+127,1000000,-22.515625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+127,2000000,-23.078125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+127,3000000,-23.15625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+127,4000000,-20.71875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+127,5000000,-23.328125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+127,6000000,-23.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+127,7000000,-23.25,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+127,8000000,-23.546875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+127,9000000,-23.9375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+127,10000000,-23.1875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,7
+128,1000000,-21.71875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+128,2000000,-23.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+128,3000000,-21.125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+128,4000000,-23.390625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+128,5000000,-23.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+128,6000000,-23.984375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+128,7000000,-23.625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+128,8000000,-23.5,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+128,9000000,-23.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+128,10000000,-22.875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,7
+129,1000000,-23.3125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+129,2000000,-23.25,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+129,3000000,-23.40625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+129,4000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+129,5000000,-23.5625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+129,6000000,-23.484375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+129,7000000,-23.4375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+129,8000000,-23.40625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+129,9000000,-23.546875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+129,10000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,7
+130,1000000,-20.921875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+130,2000000,-22.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+130,3000000,-23.03125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+130,4000000,-23.125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+130,5000000,-23.234375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+130,6000000,-23.09375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+130,7000000,-22.171875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+130,8000000,-22.515625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+130,9000000,-23.40625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+130,10000000,-22.3125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,7
+131,1000000,-23.890625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+131,2000000,-23.53125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+131,3000000,-21.828125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+131,4000000,-21.9375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+131,5000000,-23.84375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+131,6000000,-21.953125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+131,7000000,-21.484375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+131,8000000,-23.796875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+131,9000000,-23.484375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+131,10000000,-20.296875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,7
+132,1000000,-22.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+132,2000000,-23.234375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+132,3000000,-23.140625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+132,4000000,-23.34375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+132,5000000,-23.078125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+132,6000000,-23.140625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+132,7000000,-22.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+132,8000000,-22.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+132,9000000,-23.296875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+132,10000000,-23.3125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,7
+133,1000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+133,2000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+133,3000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+133,4000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+133,5000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+133,6000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+133,7000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+133,8000000,-23.890625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+133,9000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+133,10000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,7
+134,1000000,-21.625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+134,2000000,-22.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+134,3000000,-23.359375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+134,4000000,-23.4375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+134,5000000,-23.5,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+134,6000000,-23.984375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+134,7000000,-23.453125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+134,8000000,-23.421875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+134,9000000,-23.234375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+134,10000000,-23.140625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,7
+135,1000000,-23.671875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+135,2000000,-23.609375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+135,3000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+135,4000000,-23.265625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+135,5000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+135,6000000,-23.53125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+135,7000000,-23.453125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+135,8000000,-23.453125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+135,9000000,-23.390625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+135,10000000,-23.40625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,7
+136,1000000,-22.53125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+136,2000000,-23.265625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+136,3000000,-23.96875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+136,4000000,-23.515625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+136,5000000,-23.78125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+136,6000000,-23.8125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+136,7000000,-23.78125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+136,8000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+136,9000000,-22.734375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+136,10000000,-22.53125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,7
+137,1000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,2000000,-23.625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,3000000,-23.984375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,4000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,5000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,6000000,-23.484375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,7000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,8000000,-23.609375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,9000000,-23.921875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,10000000,-23.671875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
 138,1000000,-23.8125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
 138,2000000,-22.046875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
 138,3000000,-22.625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
@@ -6509,56 +6509,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-20.625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
 138,9000000,-20.625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
 138,10000000,-20.265625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
-139,1000000,-23.828125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,2000000,-22.125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,3000000,-23.515625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,4000000,-23.203125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,5000000,-23.5,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,6000000,-23.890625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,7000000,-23.28125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,8000000,-23.203125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,9000000,-22.234375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,10000000,-21.46875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-140,1000000,-17.0,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-140,2000000,-19.34375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-140,3000000,-17.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-140,4000000,-17.1875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-140,5000000,-17.40625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-140,6000000,-16.390625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-140,7000000,-16.359375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-140,8000000,-14.78125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-140,9000000,-15.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-140,10000000,-14.953125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,7
-141,1000000,-17.046875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-141,2000000,-18.59375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-141,3000000,-17.78125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-141,4000000,-18.59375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-141,5000000,-17.640625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-141,6000000,-18.640625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-141,7000000,-17.375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-141,8000000,-18.109375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-141,9000000,-17.4375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-141,10000000,-17.75,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,7
-142,1000000,-19.65625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-142,2000000,-19.703125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-142,3000000,-16.828125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-142,4000000,-18.078125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-142,5000000,-18.078125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-142,6000000,-16.953125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-142,7000000,-16.609375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-142,8000000,-16.359375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-142,9000000,-14.078125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-142,10000000,-16.078125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,7
-143,1000000,-23.375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
-143,2000000,-23.5,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
-143,3000000,-23.53125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
-143,4000000,-23.875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
-143,5000000,-23.5,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
-143,6000000,-23.390625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
-143,7000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
-143,8000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
-143,9000000,-23.390625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
-143,10000000,-23.5625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,7
+139,1000000,-23.828125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+139,2000000,-22.125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+139,3000000,-23.515625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+139,4000000,-23.203125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+139,5000000,-23.5,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+139,6000000,-23.890625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+139,7000000,-23.28125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+139,8000000,-23.203125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+139,9000000,-22.234375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+139,10000000,-21.46875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,7
+140,1000000,-17.0,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+140,2000000,-19.34375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+140,3000000,-17.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+140,4000000,-17.1875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+140,5000000,-17.40625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+140,6000000,-16.390625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+140,7000000,-16.359375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+140,8000000,-14.78125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+140,9000000,-15.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+140,10000000,-14.953125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,7
+141,1000000,-17.046875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+141,2000000,-18.59375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+141,3000000,-17.78125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+141,4000000,-18.59375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+141,5000000,-17.640625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+141,6000000,-18.640625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+141,7000000,-17.375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+141,8000000,-18.109375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+141,9000000,-17.4375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+141,10000000,-17.75,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,7
+142,1000000,-19.65625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+142,2000000,-19.703125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+142,3000000,-16.828125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+142,4000000,-18.078125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+142,5000000,-18.078125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+142,6000000,-16.953125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+142,7000000,-16.609375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+142,8000000,-16.359375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+142,9000000,-14.078125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+142,10000000,-16.078125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,7
+143,1000000,-23.375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,2000000,-23.5,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,3000000,-23.53125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,4000000,-23.875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,5000000,-23.5,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,6000000,-23.390625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,7000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,8000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,9000000,-23.390625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,10000000,-23.5625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
 144,1000000,-21.109375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
 144,2000000,-23.40625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
 144,3000000,-23.265625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
@@ -6569,36 +6569,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-22.15625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
 144,9000000,-22.28125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
 144,10000000,-23.625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
-145,1000000,-23.21875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,2000000,-23.46875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,3000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,4000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,5000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,6000000,-23.453125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,7000000,-23.59375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,8000000,-23.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,9000000,-23.578125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,10000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-146,1000000,-23.484375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-146,2000000,-23.40625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-146,3000000,-23.765625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-146,4000000,-23.390625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-146,5000000,-23.640625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-146,6000000,-23.96875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-146,7000000,-23.984375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-146,8000000,-23.921875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-146,9000000,-23.46875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-146,10000000,-23.484375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,7
-147,1000000,-23.578125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
-147,2000000,-23.375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
-147,3000000,-23.640625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
-147,4000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
-147,5000000,-23.671875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
-147,6000000,-23.53125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
-147,7000000,-23.53125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
-147,8000000,-23.765625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
-147,9000000,-23.515625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
-147,10000000,-23.65625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,7
+145,1000000,-23.21875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+145,2000000,-23.46875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+145,3000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+145,4000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+145,5000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+145,6000000,-23.453125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+145,7000000,-23.59375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+145,8000000,-23.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+145,9000000,-23.578125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+145,10000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,7
+146,1000000,-23.484375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+146,2000000,-23.40625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+146,3000000,-23.765625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+146,4000000,-23.390625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+146,5000000,-23.640625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+146,6000000,-23.96875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+146,7000000,-23.984375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+146,8000000,-23.921875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+146,9000000,-23.46875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+146,10000000,-23.484375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,7
+147,1000000,-23.578125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,2000000,-23.375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,3000000,-23.640625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,4000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,5000000,-23.671875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,6000000,-23.53125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,7000000,-23.53125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,8000000,-23.765625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,9000000,-23.515625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,10000000,-23.65625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
 148,1000000,-23.609375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
 148,2000000,-22.765625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
 148,3000000,-22.4375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
@@ -6609,16 +6609,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-23.296875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
 148,9000000,-23.296875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
 148,10000000,-22.9375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
-149,1000000,-19.09375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,2000000,-17.59375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,3000000,-18.359375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,4000000,-18.140625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,5000000,-17.3125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,6000000,-17.484375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,7000000,-18.421875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,8000000,-17.828125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,9000000,-18.109375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,10000000,-17.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
+149,1000000,-19.09375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,2000000,-17.59375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,3000000,-18.359375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,4000000,-18.140625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,5000000,-17.3125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,6000000,-17.484375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,7000000,-18.421875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,8000000,-17.828125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,9000000,-18.109375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,10000000,-17.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
 150,1000000,-18.546875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
 150,2000000,-19.953125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
 150,3000000,-19.078125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
@@ -6629,26 +6629,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-18.0625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
 150,9000000,-18.46875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
 150,10000000,-18.0,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
-151,1000000,-23.421875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,2000000,-23.5,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,3000000,-22.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,4000000,-23.546875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,5000000,-23.21875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,6000000,-23.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,7000000,-23.984375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,8000000,-23.515625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,9000000,-23.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,10000000,-23.890625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-152,1000000,-16.765625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
-152,2000000,-17.9375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
-152,3000000,-18.40625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
-152,4000000,-19.09375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
-152,5000000,-18.078125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
-152,6000000,-18.6875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
-152,7000000,-16.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
-152,8000000,-17.71875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
-152,9000000,-17.609375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
-152,10000000,-18.78125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,7
+151,1000000,-23.421875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+151,2000000,-23.5,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+151,3000000,-22.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+151,4000000,-23.546875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+151,5000000,-23.21875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+151,6000000,-23.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+151,7000000,-23.984375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+151,8000000,-23.515625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+151,9000000,-23.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+151,10000000,-23.890625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,7
+152,1000000,-16.765625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
+152,2000000,-17.9375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
+152,3000000,-18.40625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
+152,4000000,-19.09375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
+152,5000000,-18.078125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
+152,6000000,-18.6875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
+152,7000000,-16.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
+152,8000000,-17.71875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
+152,9000000,-17.609375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
+152,10000000,-18.78125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
 153,1000000,-23.40625,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,7
 153,2000000,-23.0625,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,7
 153,3000000,-23.5625,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,7
@@ -6669,16 +6669,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-14.015625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,7
 154,9000000,-18.609375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,7
 154,10000000,-16.140625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,7
-155,1000000,-20.40625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,2000000,-19.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,3000000,-18.515625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,4000000,-18.890625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,5000000,-19.53125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,6000000,-21.765625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,7000000,-19.109375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,8000000,-18.71875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,9000000,-18.625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,10000000,-17.421875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
+155,1000000,-20.40625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
+155,2000000,-19.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
+155,3000000,-18.515625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
+155,4000000,-18.890625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
+155,5000000,-19.53125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
+155,6000000,-21.765625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
+155,7000000,-19.109375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
+155,8000000,-18.71875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
+155,9000000,-18.625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
+155,10000000,-17.421875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,7
 156,1000000,-19.796875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
 156,2000000,-18.203125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
 156,3000000,-18.75,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
@@ -6689,106 +6689,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-17.734375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
 156,9000000,-16.9375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
 156,10000000,-16.859375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
-157,1000000,-21.265625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-157,2000000,-20.28125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-157,3000000,-20.84375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-157,4000000,-21.28125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-157,5000000,-21.046875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-157,6000000,-23.890625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-157,7000000,-18.15625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-157,8000000,-18.96875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-157,9000000,-21.296875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-157,10000000,-17.734375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,7
-158,1000000,-23.421875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-158,2000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-158,3000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-158,4000000,-23.34375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-158,5000000,-23.984375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-158,6000000,-22.65625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-158,7000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-158,8000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-158,9000000,-23.421875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-158,10000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,7
-159,1000000,-15.203125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-159,2000000,-15.5,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-159,3000000,-18.34375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-159,4000000,-18.9375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-159,5000000,-18.265625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-159,6000000,-18.15625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-159,7000000,-18.515625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-159,8000000,-19.03125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-159,9000000,-18.78125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-159,10000000,-19.046875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,7
-160,1000000,-23.515625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-160,2000000,-23.640625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-160,3000000,-23.453125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-160,4000000,-23.328125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-160,5000000,-23.359375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-160,6000000,-23.421875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-160,7000000,-23.4375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-160,8000000,-23.375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-160,9000000,-23.53125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-160,10000000,-23.40625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,7
-161,1000000,-19.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-161,2000000,-20.609375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-161,3000000,-18.90625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-161,4000000,-18.03125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-161,5000000,-18.515625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-161,6000000,-18.984375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-161,7000000,-17.734375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-161,8000000,-17.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-161,9000000,-18.109375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-161,10000000,-18.34375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,7
-162,1000000,-23.859375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-162,2000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-162,3000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-162,4000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-162,5000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-162,6000000,-23.859375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-162,7000000,-23.859375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-162,8000000,-23.796875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-162,9000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-162,10000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,7
-163,1000000,-18.5625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-163,2000000,-19.34375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-163,3000000,-17.21875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-163,4000000,-17.703125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-163,5000000,-15.390625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-163,6000000,-16.875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-163,7000000,-16.203125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-163,8000000,-17.15625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-163,9000000,-15.765625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-163,10000000,-15.21875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,7
-164,1000000,-23.28125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-164,2000000,-21.328125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-164,3000000,-22.890625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-164,4000000,-21.796875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-164,5000000,-21.375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-164,6000000,-23.21875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-164,7000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-164,8000000,-23.296875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-164,9000000,-23.875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-164,10000000,-23.671875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,7
-165,1000000,-23.390625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-165,2000000,-23.484375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-165,3000000,-22.484375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-165,4000000,-23.21875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-165,5000000,-23.921875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-165,6000000,-23.90625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-165,7000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-165,8000000,-23.140625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-165,9000000,-23.71875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-165,10000000,-23.171875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,7
-166,1000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
-166,2000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
-166,3000000,-23.890625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
-166,4000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
-166,5000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
-166,6000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
-166,7000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
-166,8000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
-166,9000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
-166,10000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,7
+157,1000000,-21.265625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+157,2000000,-20.28125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+157,3000000,-20.84375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+157,4000000,-21.28125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+157,5000000,-21.046875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+157,6000000,-23.890625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+157,7000000,-18.15625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+157,8000000,-18.96875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+157,9000000,-21.296875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+157,10000000,-17.734375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,7
+158,1000000,-23.421875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+158,2000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+158,3000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+158,4000000,-23.34375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+158,5000000,-23.984375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+158,6000000,-22.65625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+158,7000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+158,8000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+158,9000000,-23.421875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+158,10000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,7
+159,1000000,-15.203125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+159,2000000,-15.5,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+159,3000000,-18.34375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+159,4000000,-18.9375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+159,5000000,-18.265625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+159,6000000,-18.15625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+159,7000000,-18.515625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+159,8000000,-19.03125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+159,9000000,-18.78125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+159,10000000,-19.046875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,7
+160,1000000,-23.515625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+160,2000000,-23.640625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+160,3000000,-23.453125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+160,4000000,-23.328125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+160,5000000,-23.359375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+160,6000000,-23.421875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+160,7000000,-23.4375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+160,8000000,-23.375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+160,9000000,-23.53125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+160,10000000,-23.40625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,7
+161,1000000,-19.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+161,2000000,-20.609375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+161,3000000,-18.90625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+161,4000000,-18.03125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+161,5000000,-18.515625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+161,6000000,-18.984375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+161,7000000,-17.734375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+161,8000000,-17.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+161,9000000,-18.109375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+161,10000000,-18.34375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,7
+162,1000000,-23.859375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+162,2000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+162,3000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+162,4000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+162,5000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+162,6000000,-23.859375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+162,7000000,-23.859375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+162,8000000,-23.796875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+162,9000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+162,10000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,7
+163,1000000,-18.5625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+163,2000000,-19.34375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+163,3000000,-17.21875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+163,4000000,-17.703125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+163,5000000,-15.390625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+163,6000000,-16.875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+163,7000000,-16.203125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+163,8000000,-17.15625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+163,9000000,-15.765625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+163,10000000,-15.21875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,7
+164,1000000,-23.28125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+164,2000000,-21.328125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+164,3000000,-22.890625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+164,4000000,-21.796875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+164,5000000,-21.375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+164,6000000,-23.21875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+164,7000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+164,8000000,-23.296875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+164,9000000,-23.875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+164,10000000,-23.671875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,7
+165,1000000,-23.390625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+165,2000000,-23.484375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+165,3000000,-22.484375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+165,4000000,-23.21875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+165,5000000,-23.921875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+165,6000000,-23.90625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+165,7000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+165,8000000,-23.140625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+165,9000000,-23.71875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+165,10000000,-23.171875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,7
+166,1000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
+166,2000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
+166,3000000,-23.890625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
+166,4000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
+166,5000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
+166,6000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
+166,7000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
+166,8000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
+166,9000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
+166,10000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,7
 167,1000000,-20.3125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
 167,2000000,-19.609375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
 167,3000000,-18.171875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
@@ -6799,26 +6799,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-17.515625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
 167,9000000,-16.203125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
 167,10000000,-15.21875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
-168,1000000,-18.984375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-168,2000000,-19.6875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-168,3000000,-18.984375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-168,4000000,-18.28125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-168,5000000,-17.5,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-168,6000000,-17.75,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-168,7000000,-16.90625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-168,8000000,-18.125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-168,9000000,-17.8125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-168,10000000,-17.953125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
-169,1000000,-19.515625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
-169,2000000,-17.84375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
-169,3000000,-17.875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
-169,4000000,-18.015625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
-169,5000000,-19.21875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
-169,6000000,-17.484375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
-169,7000000,-17.015625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
-169,8000000,-18.171875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
-169,9000000,-17.96875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
-169,10000000,-15.015625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,7
+168,1000000,-18.984375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+168,2000000,-19.6875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+168,3000000,-18.984375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+168,4000000,-18.28125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+168,5000000,-17.5,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+168,6000000,-17.75,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+168,7000000,-16.90625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+168,8000000,-18.125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+168,9000000,-17.8125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+168,10000000,-17.953125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,7
+169,1000000,-19.515625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
+169,2000000,-17.84375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
+169,3000000,-17.875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
+169,4000000,-18.015625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
+169,5000000,-19.21875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
+169,6000000,-17.484375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
+169,7000000,-17.015625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
+169,8000000,-18.171875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
+169,9000000,-17.96875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
+169,10000000,-15.015625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,7
 170,1000000,-21.203125,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,7
 170,2000000,-19.1875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,7
 170,3000000,-18.328125,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,7
@@ -6839,26 +6839,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-15.1875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,7
 171,9000000,-17.21875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,7
 171,10000000,-14.90625,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,7
-172,1000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-172,2000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-172,3000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-172,4000000,-24.0,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-172,5000000,-23.921875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-172,6000000,-23.875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-172,7000000,-23.015625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-172,8000000,-23.296875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-172,9000000,-23.765625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-172,10000000,-23.75,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
-173,1000000,-23.875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
-173,2000000,-23.796875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
-173,3000000,-23.390625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
-173,4000000,-23.421875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
-173,5000000,-23.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
-173,6000000,-23.765625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
-173,7000000,-23.640625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
-173,8000000,-23.578125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
-173,9000000,-23.203125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
-173,10000000,-23.03125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,7
+172,1000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+172,2000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+172,3000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+172,4000000,-24.0,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+172,5000000,-23.921875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+172,6000000,-23.875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+172,7000000,-23.015625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+172,8000000,-23.296875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+172,9000000,-23.765625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+172,10000000,-23.75,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,7
+173,1000000,-23.875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
+173,2000000,-23.796875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
+173,3000000,-23.390625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
+173,4000000,-23.421875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
+173,5000000,-23.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
+173,6000000,-23.765625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
+173,7000000,-23.640625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
+173,8000000,-23.578125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
+173,9000000,-23.203125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
+173,10000000,-23.03125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,7
 174,1000000,-18.375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
 174,2000000,-16.890625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
 174,3000000,-18.171875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
@@ -6869,16 +6869,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-21.40625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
 174,9000000,-21.71875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
 174,10000000,-21.296875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
-175,1000000,-22.953125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
-175,2000000,-23.9375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
-175,3000000,-23.875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
-175,4000000,-23.9375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
-175,5000000,-24.0,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
-175,6000000,-22.90625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
-175,7000000,-22.765625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
-175,8000000,-22.9375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
-175,9000000,-22.65625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
-175,10000000,-22.78125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,7
+175,1000000,-22.953125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
+175,2000000,-23.9375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
+175,3000000,-23.875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
+175,4000000,-23.9375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
+175,5000000,-24.0,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
+175,6000000,-22.90625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
+175,7000000,-22.765625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
+175,8000000,-22.9375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
+175,9000000,-22.65625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
+175,10000000,-22.78125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,7
 176,1000000,-21.84375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
 176,2000000,-21.5625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
 176,3000000,-23.390625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
@@ -6889,16 +6889,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-23.53125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
 176,9000000,-23.5,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
 176,10000000,-23.453125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
-177,1000000,-23.9375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
-177,2000000,-23.28125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
-177,3000000,-23.65625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
-177,4000000,-23.71875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
-177,5000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
-177,6000000,-23.640625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
-177,7000000,-23.546875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
-177,8000000,-23.609375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
-177,9000000,-23.5,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
-177,10000000,-23.59375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,7
+177,1000000,-23.9375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
+177,2000000,-23.28125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
+177,3000000,-23.65625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
+177,4000000,-23.71875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
+177,5000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
+177,6000000,-23.640625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
+177,7000000,-23.546875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
+177,8000000,-23.609375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
+177,9000000,-23.5,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
+177,10000000,-23.59375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,7
 178,1000000,-23.125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,7
 178,2000000,-23.96875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,7
 178,3000000,-23.984375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,7
@@ -6909,166 +6909,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.5625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,7
 178,9000000,-23.890625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,7
 178,10000000,-23.578125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,7
-179,1000000,-20.8125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-179,2000000,-23.421875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-179,3000000,-21.734375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-179,4000000,-22.75,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-179,5000000,-19.40625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-179,6000000,-21.609375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-179,7000000,-23.125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-179,8000000,-20.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-179,9000000,-23.421875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-179,10000000,-21.09375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,7
-180,1000000,-23.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-180,2000000,-23.203125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-180,3000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-180,4000000,-23.34375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-180,5000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-180,6000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-180,7000000,-23.015625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-180,8000000,-23.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-180,9000000,-23.375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-180,10000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,7
-181,1000000,-23.921875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-181,2000000,-23.90625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-181,3000000,-23.1875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-181,4000000,-22.765625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-181,5000000,-22.78125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-181,6000000,-22.90625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-181,7000000,-22.90625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-181,8000000,-22.78125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-181,9000000,-22.921875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-181,10000000,-22.875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,7
-182,1000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-182,2000000,-21.484375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-182,3000000,-23.125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-182,4000000,-23.25,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-182,5000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-182,6000000,-23.15625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-182,7000000,-23.25,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-182,8000000,-23.359375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-182,9000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-182,10000000,-23.984375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,7
-183,1000000,-18.8125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-183,2000000,-17.9375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-183,3000000,-18.484375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-183,4000000,-19.390625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-183,5000000,-18.875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-183,6000000,-17.875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-183,7000000,-19.40625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-183,8000000,-19.375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-183,9000000,-17.359375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-183,10000000,-18.59375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,7
-184,1000000,-23.34375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-184,2000000,-23.96875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-184,3000000,-23.46875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-184,4000000,-23.09375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-184,5000000,-23.234375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-184,6000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-184,7000000,-23.859375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-184,8000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-184,9000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-184,10000000,-22.890625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,7
-185,1000000,-23.421875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-185,2000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-185,3000000,-23.96875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-185,4000000,-23.765625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-185,5000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-185,6000000,-23.53125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-185,7000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-185,8000000,-23.921875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-185,9000000,-23.9375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-185,10000000,-23.625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,7
-186,1000000,-16.859375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-186,2000000,-18.703125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-186,3000000,-19.953125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-186,4000000,-17.953125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-186,5000000,-18.40625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-186,6000000,-17.53125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-186,7000000,-16.609375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-186,8000000,-19.03125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-186,9000000,-17.875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-186,10000000,-17.40625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,7
-187,1000000,-21.671875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-187,2000000,-21.9375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-187,3000000,-21.171875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-187,4000000,-22.421875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-187,5000000,-23.640625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-187,6000000,-22.15625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-187,7000000,-23.6875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-187,8000000,-20.3125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-187,9000000,-21.703125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-187,10000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,7
-188,1000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-188,2000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-188,3000000,-23.859375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-188,4000000,-23.609375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-188,5000000,-23.921875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-188,6000000,-23.328125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-188,7000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-188,8000000,-23.78125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-188,9000000,-23.375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-188,10000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,7
-189,1000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-189,2000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-189,3000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-189,4000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-189,5000000,-23.890625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-189,6000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-189,7000000,-23.90625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-189,8000000,-23.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-189,9000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-189,10000000,-23.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,7
-190,1000000,-21.5,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-190,2000000,-21.6875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-190,3000000,-21.84375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-190,4000000,-21.703125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-190,5000000,-23.3125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-190,6000000,-19.609375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-190,7000000,-19.296875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-190,8000000,-20.046875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-190,9000000,-20.921875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-190,10000000,-18.890625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,7
-191,1000000,-22.125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-191,2000000,-23.109375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-191,3000000,-21.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-191,4000000,-22.703125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-191,5000000,-22.765625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-191,6000000,-23.46875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-191,7000000,-21.15625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-191,8000000,-23.953125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-191,9000000,-23.59375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-191,10000000,-23.484375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,7
-192,1000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-192,2000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-192,3000000,-23.8125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-192,4000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-192,5000000,-23.859375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-192,6000000,-23.828125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-192,7000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-192,8000000,-23.875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-192,9000000,-23.75,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-192,10000000,-23.859375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,7
-193,1000000,-23.640625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-193,2000000,-23.40625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-193,3000000,-23.640625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-193,4000000,-23.59375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-193,5000000,-23.296875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-193,6000000,-23.578125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-193,7000000,-23.640625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-193,8000000,-23.5,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-193,9000000,-23.75,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-193,10000000,-23.578125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,7
-194,1000000,-22.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
-194,2000000,-23.46875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
-194,3000000,-21.75,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
-194,4000000,-21.90625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
-194,5000000,-21.890625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
-194,6000000,-21.84375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
-194,7000000,-21.140625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
-194,8000000,-22.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
-194,9000000,-21.28125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
-194,10000000,-23.984375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,7
+179,1000000,-20.8125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+179,2000000,-23.421875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+179,3000000,-21.734375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+179,4000000,-22.75,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+179,5000000,-19.40625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+179,6000000,-21.609375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+179,7000000,-23.125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+179,8000000,-20.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+179,9000000,-23.421875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+179,10000000,-21.09375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,7
+180,1000000,-23.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+180,2000000,-23.203125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+180,3000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+180,4000000,-23.34375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+180,5000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+180,6000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+180,7000000,-23.015625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+180,8000000,-23.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+180,9000000,-23.375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+180,10000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,7
+181,1000000,-23.921875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+181,2000000,-23.90625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+181,3000000,-23.1875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+181,4000000,-22.765625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+181,5000000,-22.78125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+181,6000000,-22.90625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+181,7000000,-22.90625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+181,8000000,-22.78125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+181,9000000,-22.921875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+181,10000000,-22.875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,7
+182,1000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+182,2000000,-21.484375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+182,3000000,-23.125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+182,4000000,-23.25,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+182,5000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+182,6000000,-23.15625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+182,7000000,-23.25,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+182,8000000,-23.359375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+182,9000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+182,10000000,-23.984375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,7
+183,1000000,-18.8125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+183,2000000,-17.9375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+183,3000000,-18.484375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+183,4000000,-19.390625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+183,5000000,-18.875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+183,6000000,-17.875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+183,7000000,-19.40625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+183,8000000,-19.375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+183,9000000,-17.359375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+183,10000000,-18.59375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,7
+184,1000000,-23.34375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+184,2000000,-23.96875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+184,3000000,-23.46875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+184,4000000,-23.09375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+184,5000000,-23.234375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+184,6000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+184,7000000,-23.859375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+184,8000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+184,9000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+184,10000000,-22.890625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,7
+185,1000000,-23.421875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+185,2000000,-23.953125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+185,3000000,-23.96875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+185,4000000,-23.765625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+185,5000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+185,6000000,-23.53125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+185,7000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+185,8000000,-23.921875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+185,9000000,-23.9375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+185,10000000,-23.625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,7
+186,1000000,-16.859375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+186,2000000,-18.703125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+186,3000000,-19.953125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+186,4000000,-17.953125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+186,5000000,-18.40625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+186,6000000,-17.53125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+186,7000000,-16.609375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+186,8000000,-19.03125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+186,9000000,-17.875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+186,10000000,-17.40625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,7
+187,1000000,-21.671875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+187,2000000,-21.9375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+187,3000000,-21.171875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+187,4000000,-22.421875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+187,5000000,-23.640625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+187,6000000,-22.15625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+187,7000000,-23.6875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+187,8000000,-20.3125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+187,9000000,-21.703125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+187,10000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,7
+188,1000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+188,2000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+188,3000000,-23.859375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+188,4000000,-23.609375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+188,5000000,-23.921875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+188,6000000,-23.328125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+188,7000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+188,8000000,-23.78125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+188,9000000,-23.375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+188,10000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,7
+189,1000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+189,2000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+189,3000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+189,4000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+189,5000000,-23.890625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+189,6000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+189,7000000,-23.90625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+189,8000000,-23.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+189,9000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+189,10000000,-23.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,7
+190,1000000,-21.5,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+190,2000000,-21.6875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+190,3000000,-21.84375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+190,4000000,-21.703125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+190,5000000,-23.3125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+190,6000000,-19.609375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+190,7000000,-19.296875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+190,8000000,-20.046875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+190,9000000,-20.921875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+190,10000000,-18.890625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,7
+191,1000000,-22.125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+191,2000000,-23.109375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+191,3000000,-21.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+191,4000000,-22.703125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+191,5000000,-22.765625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+191,6000000,-23.46875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+191,7000000,-21.15625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+191,8000000,-23.953125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+191,9000000,-23.59375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+191,10000000,-23.484375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,7
+192,1000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+192,2000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+192,3000000,-23.8125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+192,4000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+192,5000000,-23.859375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+192,6000000,-23.828125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+192,7000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+192,8000000,-23.875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+192,9000000,-23.75,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+192,10000000,-23.859375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,7
+193,1000000,-23.640625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+193,2000000,-23.40625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+193,3000000,-23.640625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+193,4000000,-23.59375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+193,5000000,-23.296875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+193,6000000,-23.578125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+193,7000000,-23.640625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+193,8000000,-23.5,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+193,9000000,-23.75,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+193,10000000,-23.578125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,7
+194,1000000,-22.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
+194,2000000,-23.46875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
+194,3000000,-21.75,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
+194,4000000,-21.90625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
+194,5000000,-21.890625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
+194,6000000,-21.84375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
+194,7000000,-21.140625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
+194,8000000,-22.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
+194,9000000,-21.28125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
+194,10000000,-23.984375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,7
 195,1000000,-23.921875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,7
 195,2000000,-23.890625,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,7
 195,3000000,-23.859375,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,7
@@ -7089,26 +7089,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.96875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,7
 196,9000000,-23.828125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,7
 196,10000000,-22.984375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,7
-197,1000000,-21.3125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,2000000,-18.03125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,3000000,-18.734375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,4000000,-15.015625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,5000000,-16.84375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,6000000,-16.84375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,7000000,-16.890625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,8000000,-17.1875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,9000000,-15.640625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,10000000,-14.578125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-198,1000000,-18.34375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
-198,2000000,-19.140625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
-198,3000000,-18.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
-198,4000000,-18.203125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
-198,5000000,-17.828125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
-198,6000000,-15.765625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
-198,7000000,-16.484375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
-198,8000000,-15.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
-198,9000000,-13.859375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
-198,10000000,-14.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
+197,1000000,-21.3125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+197,2000000,-18.03125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+197,3000000,-18.734375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+197,4000000,-15.015625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+197,5000000,-16.84375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+197,6000000,-16.84375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+197,7000000,-16.890625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+197,8000000,-17.1875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+197,9000000,-15.640625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+197,10000000,-14.578125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,7
+198,1000000,-18.34375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,2000000,-19.140625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,3000000,-18.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,4000000,-18.203125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,5000000,-17.828125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,6000000,-15.765625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,7000000,-16.484375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,8000000,-15.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,9000000,-13.859375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,10000000,-14.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
 199,1000000,-22.953125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
 199,2000000,-23.859375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
 199,3000000,-23.84375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
@@ -7119,16 +7119,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.921875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
 199,9000000,-23.546875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
 199,10000000,-23.9375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
-200,1000000,-22.375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,2000000,-22.375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,3000000,-23.28125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,4000000,-23.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,5000000,-23.859375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,6000000,-20.765625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,7000000,-22.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,8000000,-23.671875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,9000000,-23.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,10000000,-23.84375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
+200,1000000,-22.375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,2000000,-22.375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,3000000,-23.28125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,4000000,-23.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,5000000,-23.859375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,6000000,-20.765625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,7000000,-22.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,8000000,-23.671875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,9000000,-23.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,10000000,-23.84375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
 201,1000000,-17.28125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
 201,2000000,-16.953125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
 201,3000000,-14.75,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
@@ -7139,26 +7139,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-16.359375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
 201,9000000,-16.390625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
 201,10000000,-15.203125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
-202,1000000,-19.671875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,2000000,-21.1875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,3000000,-20.03125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,4000000,-18.9375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,5000000,-18.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,6000000,-18.421875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,7000000,-18.671875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,8000000,-19.453125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,9000000,-18.21875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,10000000,-19.265625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-203,1000000,-20.09375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,2000000,-19.96875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,3000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,4000000,-18.703125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,5000000,-17.671875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,6000000,-18.234375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,7000000,-17.875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,8000000,-18.828125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,9000000,-18.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,10000000,-18.875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
+202,1000000,-19.671875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+202,2000000,-21.1875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+202,3000000,-20.03125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+202,4000000,-18.9375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+202,5000000,-18.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+202,6000000,-18.421875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+202,7000000,-18.671875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+202,8000000,-19.453125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+202,9000000,-18.21875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+202,10000000,-19.265625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,7
+203,1000000,-20.09375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
+203,2000000,-19.96875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
+203,3000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
+203,4000000,-18.703125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
+203,5000000,-17.671875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
+203,6000000,-18.234375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
+203,7000000,-17.875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
+203,8000000,-18.828125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
+203,9000000,-18.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
+203,10000000,-18.875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,7
 204,1000000,-23.640625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
 204,2000000,-23.953125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
 204,3000000,-23.671875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
@@ -7169,56 +7169,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.90625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
 204,9000000,-23.953125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
 204,10000000,-23.625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
-205,1000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,2000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,3000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,4000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,5000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,6000000,-23.71875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,7000000,-23.609375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,8000000,-23.6875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,9000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,10000000,-23.515625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-206,1000000,-19.546875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-206,2000000,-19.234375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-206,3000000,-20.796875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-206,4000000,-19.015625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-206,5000000,-19.78125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-206,6000000,-18.921875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-206,7000000,-18.5,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-206,8000000,-17.390625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-206,9000000,-18.34375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-206,10000000,-14.734375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,7
-207,1000000,-22.515625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-207,2000000,-19.25,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-207,3000000,-18.03125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-207,4000000,-18.921875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-207,5000000,-19.140625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-207,6000000,-23.734375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-207,7000000,-22.03125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-207,8000000,-23.5,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-207,9000000,-22.140625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-207,10000000,-22.328125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,7
-208,1000000,-23.59375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-208,2000000,-23.15625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-208,3000000,-22.953125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-208,4000000,-22.8125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-208,5000000,-22.875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-208,6000000,-22.921875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-208,7000000,-23.0,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-208,8000000,-23.078125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-208,9000000,-23.0625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-208,10000000,-22.8125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,7
-209,1000000,-20.65625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
-209,2000000,-20.875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
-209,3000000,-18.828125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
-209,4000000,-22.984375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
-209,5000000,-21.65625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
-209,6000000,-21.21875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
-209,7000000,-23.296875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
-209,8000000,-20.859375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
-209,9000000,-23.703125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
-209,10000000,-22.78125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,7
+205,1000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+205,2000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+205,3000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+205,4000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+205,5000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+205,6000000,-23.71875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+205,7000000,-23.609375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+205,8000000,-23.6875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+205,9000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+205,10000000,-23.515625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,7
+206,1000000,-19.546875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+206,2000000,-19.234375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+206,3000000,-20.796875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+206,4000000,-19.015625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+206,5000000,-19.78125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+206,6000000,-18.921875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+206,7000000,-18.5,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+206,8000000,-17.390625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+206,9000000,-18.34375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+206,10000000,-14.734375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,7
+207,1000000,-22.515625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+207,2000000,-19.25,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+207,3000000,-18.03125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+207,4000000,-18.921875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+207,5000000,-19.140625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+207,6000000,-23.734375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+207,7000000,-22.03125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+207,8000000,-23.5,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+207,9000000,-22.140625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+207,10000000,-22.328125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,7
+208,1000000,-23.59375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+208,2000000,-23.15625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+208,3000000,-22.953125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+208,4000000,-22.8125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+208,5000000,-22.875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+208,6000000,-22.921875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+208,7000000,-23.0,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+208,8000000,-23.078125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+208,9000000,-23.0625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+208,10000000,-22.8125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,7
+209,1000000,-20.65625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
+209,2000000,-20.875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
+209,3000000,-18.828125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
+209,4000000,-22.984375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
+209,5000000,-21.65625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
+209,6000000,-21.21875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
+209,7000000,-23.296875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
+209,8000000,-20.859375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
+209,9000000,-23.703125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
+209,10000000,-22.78125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,7
 210,1000000,-21.75,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,7
 210,2000000,-22.859375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,7
 210,3000000,-23.9375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,7
@@ -7229,36 +7229,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-22.203125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,7
 210,9000000,-22.90625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,7
 210,10000000,-22.25,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,7
-211,1000000,-23.6875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-211,2000000,-23.859375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-211,3000000,-23.359375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-211,4000000,-23.234375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-211,5000000,-23.46875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-211,6000000,-23.296875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-211,7000000,-22.53125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-211,8000000,-23.4375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-211,9000000,-23.90625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-211,10000000,-22.8125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,7
-212,1000000,-19.359375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-212,2000000,-19.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-212,3000000,-17.171875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-212,4000000,-16.515625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-212,5000000,-20.984375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-212,6000000,-17.8125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-212,7000000,-19.40625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-212,8000000,-15.828125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-212,9000000,-15.40625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-212,10000000,-18.03125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,7
-213,1000000,-23.109375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
-213,2000000,-23.078125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
-213,3000000,-23.359375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
-213,4000000,-23.9375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
-213,5000000,-23.5625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
-213,6000000,-23.46875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
-213,7000000,-22.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
-213,8000000,-23.046875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
-213,9000000,-23.8125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
-213,10000000,-23.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,7
+211,1000000,-23.6875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+211,2000000,-23.859375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+211,3000000,-23.359375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+211,4000000,-23.234375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+211,5000000,-23.46875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+211,6000000,-23.296875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+211,7000000,-22.53125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+211,8000000,-23.4375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+211,9000000,-23.90625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+211,10000000,-22.8125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,7
+212,1000000,-19.359375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+212,2000000,-19.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+212,3000000,-17.171875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+212,4000000,-16.515625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+212,5000000,-20.984375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+212,6000000,-17.8125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+212,7000000,-19.40625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+212,8000000,-15.828125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+212,9000000,-15.40625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+212,10000000,-18.03125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,7
+213,1000000,-23.109375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
+213,2000000,-23.078125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
+213,3000000,-23.359375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
+213,4000000,-23.9375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
+213,5000000,-23.5625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
+213,6000000,-23.46875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
+213,7000000,-22.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
+213,8000000,-23.046875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
+213,9000000,-23.8125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
+213,10000000,-23.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,7
 214,1000000,-23.359375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
 214,2000000,-23.921875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
 214,3000000,-23.890625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
@@ -7269,86 +7269,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-23.59375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
 214,9000000,-23.9375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
 214,10000000,-23.953125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
-215,1000000,-21.734375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-215,2000000,-22.796875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-215,3000000,-22.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-215,4000000,-22.78125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-215,5000000,-23.03125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-215,6000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-215,7000000,-23.421875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-215,8000000,-23.390625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-215,9000000,-22.125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-215,10000000,-23.3125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,7
-216,1000000,-23.5,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-216,2000000,-23.9375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-216,3000000,-20.890625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-216,4000000,-22.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-216,5000000,-23.296875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-216,6000000,-23.390625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-216,7000000,-20.8125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-216,8000000,-23.921875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-216,9000000,-23.5,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-216,10000000,-23.34375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,7
-217,1000000,-22.859375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-217,2000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-217,3000000,-23.375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-217,4000000,-22.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-217,5000000,-23.890625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-217,6000000,-23.25,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-217,7000000,-23.578125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-217,8000000,-23.28125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-217,9000000,-23.5625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-217,10000000,-23.515625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,7
-218,1000000,-19.59375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-218,2000000,-19.890625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-218,3000000,-19.515625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-218,4000000,-19.484375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-218,5000000,-18.671875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-218,6000000,-18.578125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-218,7000000,-19.484375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-218,8000000,-17.265625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-218,9000000,-17.59375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-218,10000000,-18.875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,7
-219,1000000,-23.078125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-219,2000000,-23.375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-219,3000000,-23.265625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-219,4000000,-23.3125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-219,5000000,-23.375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-219,6000000,-23.21875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-219,7000000,-23.453125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-219,8000000,-23.5,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-219,9000000,-23.53125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-219,10000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,7
-220,1000000,-23.578125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-220,2000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-220,3000000,-23.421875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-220,4000000,-23.046875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-220,5000000,-23.9375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-220,6000000,-23.375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-220,7000000,-23.875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-220,8000000,-23.4375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-220,9000000,-23.734375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-220,10000000,-23.296875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,7
-221,1000000,-23.015625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-221,2000000,-21.953125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-221,3000000,-22.21875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-221,4000000,-23.90625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-221,5000000,-22.671875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-221,6000000,-22.234375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-221,7000000,-23.9375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-221,8000000,-22.84375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-221,9000000,-22.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-221,10000000,-22.640625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,7
-222,1000000,-22.984375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
-222,2000000,-23.578125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
-222,3000000,-22.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
-222,4000000,-23.9375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
-222,5000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
-222,6000000,-23.703125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
-222,7000000,-22.828125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
-222,8000000,-23.296875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
-222,9000000,-23.703125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
-222,10000000,-23.53125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,7
+215,1000000,-21.734375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+215,2000000,-22.796875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+215,3000000,-22.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+215,4000000,-22.78125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+215,5000000,-23.03125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+215,6000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+215,7000000,-23.421875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+215,8000000,-23.390625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+215,9000000,-22.125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+215,10000000,-23.3125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,7
+216,1000000,-23.5,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+216,2000000,-23.9375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+216,3000000,-20.890625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+216,4000000,-22.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+216,5000000,-23.296875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+216,6000000,-23.390625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+216,7000000,-20.8125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+216,8000000,-23.921875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+216,9000000,-23.5,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+216,10000000,-23.34375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,7
+217,1000000,-22.859375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+217,2000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+217,3000000,-23.375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+217,4000000,-22.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+217,5000000,-23.890625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+217,6000000,-23.25,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+217,7000000,-23.578125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+217,8000000,-23.28125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+217,9000000,-23.5625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+217,10000000,-23.515625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,7
+218,1000000,-19.59375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+218,2000000,-19.890625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+218,3000000,-19.515625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+218,4000000,-19.484375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+218,5000000,-18.671875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+218,6000000,-18.578125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+218,7000000,-19.484375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+218,8000000,-17.265625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+218,9000000,-17.59375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+218,10000000,-18.875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,7
+219,1000000,-23.078125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+219,2000000,-23.375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+219,3000000,-23.265625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+219,4000000,-23.3125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+219,5000000,-23.375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+219,6000000,-23.21875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+219,7000000,-23.453125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+219,8000000,-23.5,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+219,9000000,-23.53125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+219,10000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,7
+220,1000000,-23.578125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+220,2000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+220,3000000,-23.421875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+220,4000000,-23.046875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+220,5000000,-23.9375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+220,6000000,-23.375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+220,7000000,-23.875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+220,8000000,-23.4375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+220,9000000,-23.734375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+220,10000000,-23.296875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,7
+221,1000000,-23.015625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+221,2000000,-21.953125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+221,3000000,-22.21875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+221,4000000,-23.90625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+221,5000000,-22.671875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+221,6000000,-22.234375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+221,7000000,-23.9375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+221,8000000,-22.84375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+221,9000000,-22.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+221,10000000,-22.640625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,7
+222,1000000,-22.984375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
+222,2000000,-23.578125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
+222,3000000,-22.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
+222,4000000,-23.9375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
+222,5000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
+222,6000000,-23.703125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
+222,7000000,-22.828125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
+222,8000000,-23.296875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
+222,9000000,-23.703125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
+222,10000000,-23.53125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,7
 223,1000000,-23.9375,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,7
 223,2000000,-21.1875,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,7
 223,3000000,-20.078125,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,7
@@ -7369,16 +7369,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-23.5625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,7
 224,9000000,-23.875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,7
 224,10000000,-23.4375,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,7
-225,1000000,-23.515625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
-225,2000000,-23.1875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
-225,3000000,-23.34375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
-225,4000000,-23.453125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
-225,5000000,-23.375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
-225,6000000,-23.25,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
-225,7000000,-23.0,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
-225,8000000,-23.21875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
-225,9000000,-23.484375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
-225,10000000,-23.34375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,7
+225,1000000,-23.515625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
+225,2000000,-23.1875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
+225,3000000,-23.34375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
+225,4000000,-23.453125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
+225,5000000,-23.375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
+225,6000000,-23.25,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
+225,7000000,-23.0,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
+225,8000000,-23.21875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
+225,9000000,-23.484375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
+225,10000000,-23.34375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,7
 226,1000000,-22.359375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,7
 226,2000000,-22.015625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,7
 226,3000000,-21.90625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,7
@@ -7399,66 +7399,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-16.390625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,7
 227,9000000,-19.9375,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,7
 227,10000000,-18.71875,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,7
-228,1000000,-18.703125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-228,2000000,-18.375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-228,3000000,-16.6875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-228,4000000,-16.65625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-228,5000000,-19.34375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-228,6000000,-19.0,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-228,7000000,-18.640625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-228,8000000,-16.984375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-228,9000000,-18.171875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-228,10000000,-18.03125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,7
-229,1000000,-23.046875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-229,2000000,-23.140625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-229,3000000,-23.078125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-229,4000000,-22.8125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-229,5000000,-20.921875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-229,6000000,-21.078125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-229,7000000,-21.484375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-229,8000000,-21.265625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-229,9000000,-20.34375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-229,10000000,-21.6875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,7
-230,1000000,-23.59375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-230,2000000,-23.4375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-230,3000000,-23.28125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-230,4000000,-23.140625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-230,5000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-230,6000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-230,7000000,-23.875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-230,8000000,-23.59375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-230,9000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-230,10000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,7
-231,1000000,-23.984375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-231,2000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-231,3000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-231,4000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-231,5000000,-23.96875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-231,6000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-231,7000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-231,8000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-231,9000000,-23.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-231,10000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,7
-232,1000000,-23.03125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-232,2000000,-23.125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-232,3000000,-23.296875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-232,4000000,-22.71875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-232,5000000,-23.09375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-232,6000000,-23.25,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-232,7000000,-23.171875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-232,8000000,-23.046875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-232,9000000,-22.984375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-232,10000000,-23.203125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,7
-233,1000000,-22.0625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
-233,2000000,-20.859375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
-233,3000000,-22.25,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
-233,4000000,-20.96875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
-233,5000000,-21.40625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
-233,6000000,-19.1875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
-233,7000000,-20.03125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
-233,8000000,-20.140625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
-233,9000000,-17.578125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
-233,10000000,-19.59375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,7
+228,1000000,-18.703125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+228,2000000,-18.375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+228,3000000,-16.6875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+228,4000000,-16.65625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+228,5000000,-19.34375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+228,6000000,-19.0,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+228,7000000,-18.640625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+228,8000000,-16.984375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+228,9000000,-18.171875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+228,10000000,-18.03125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,7
+229,1000000,-23.046875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+229,2000000,-23.140625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+229,3000000,-23.078125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+229,4000000,-22.8125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+229,5000000,-20.921875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+229,6000000,-21.078125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+229,7000000,-21.484375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+229,8000000,-21.265625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+229,9000000,-20.34375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+229,10000000,-21.6875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,7
+230,1000000,-23.59375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+230,2000000,-23.4375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+230,3000000,-23.28125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+230,4000000,-23.140625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+230,5000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+230,6000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+230,7000000,-23.875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+230,8000000,-23.59375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+230,9000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+230,10000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,7
+231,1000000,-23.984375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+231,2000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+231,3000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+231,4000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+231,5000000,-23.96875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+231,6000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+231,7000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+231,8000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+231,9000000,-23.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+231,10000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,7
+232,1000000,-23.03125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+232,2000000,-23.125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+232,3000000,-23.296875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+232,4000000,-22.71875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+232,5000000,-23.09375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+232,6000000,-23.25,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+232,7000000,-23.171875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+232,8000000,-23.046875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+232,9000000,-22.984375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+232,10000000,-23.203125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,7
+233,1000000,-22.0625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
+233,2000000,-20.859375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
+233,3000000,-22.25,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
+233,4000000,-20.96875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
+233,5000000,-21.40625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
+233,6000000,-19.1875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
+233,7000000,-20.03125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
+233,8000000,-20.140625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
+233,9000000,-17.578125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
+233,10000000,-19.59375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,7
 234,1000000,-23.40625,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,7
 234,2000000,-23.984375,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,7
 234,3000000,-23.765625,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,7
@@ -7489,56 +7489,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.28125,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,7
 236,9000000,-23.421875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,7
 236,10000000,-23.5,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,7
-237,1000000,-23.5625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-237,2000000,-23.625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-237,3000000,-23.703125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-237,4000000,-23.46875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-237,5000000,-23.609375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-237,6000000,-23.671875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-237,7000000,-23.578125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-237,8000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-237,9000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-237,10000000,-23.546875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,7
-238,1000000,-23.953125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-238,2000000,-23.78125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-238,3000000,-22.234375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-238,4000000,-23.625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-238,5000000,-22.953125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-238,6000000,-23.375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-238,7000000,-23.890625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-238,8000000,-23.15625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-238,9000000,-22.390625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-238,10000000,-22.703125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,7
-239,1000000,-22.78125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-239,2000000,-19.421875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-239,3000000,-17.921875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-239,4000000,-14.6875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-239,5000000,-17.1875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-239,6000000,-12.921875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-239,7000000,-17.625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-239,8000000,-17.390625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-239,9000000,-15.09375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-239,10000000,-16.59375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,7
-240,1000000,-19.6875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-240,2000000,-19.578125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-240,3000000,-18.34375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-240,4000000,-18.734375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-240,5000000,-18.609375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-240,6000000,-15.671875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-240,7000000,-17.984375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-240,8000000,-17.59375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-240,9000000,-18.296875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-240,10000000,-17.5625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,7
-241,1000000,-23.5,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
-241,2000000,-21.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
-241,3000000,-21.125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
-241,4000000,-23.4375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
-241,5000000,-23.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
-241,6000000,-23.0,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
-241,7000000,-23.578125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
-241,8000000,-23.640625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
-241,9000000,-23.0625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
-241,10000000,-23.453125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,7
+237,1000000,-23.5625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+237,2000000,-23.625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+237,3000000,-23.703125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+237,4000000,-23.46875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+237,5000000,-23.609375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+237,6000000,-23.671875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+237,7000000,-23.578125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+237,8000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+237,9000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+237,10000000,-23.546875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,7
+238,1000000,-23.953125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+238,2000000,-23.78125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+238,3000000,-22.234375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+238,4000000,-23.625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+238,5000000,-22.953125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+238,6000000,-23.375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+238,7000000,-23.890625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+238,8000000,-23.15625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+238,9000000,-22.390625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+238,10000000,-22.703125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,7
+239,1000000,-22.78125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+239,2000000,-19.421875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+239,3000000,-17.921875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+239,4000000,-14.6875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+239,5000000,-17.1875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+239,6000000,-12.921875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+239,7000000,-17.625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+239,8000000,-17.390625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+239,9000000,-15.09375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+239,10000000,-16.59375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,7
+240,1000000,-19.6875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+240,2000000,-19.578125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+240,3000000,-18.34375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+240,4000000,-18.734375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+240,5000000,-18.609375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+240,6000000,-15.671875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+240,7000000,-17.984375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+240,8000000,-17.59375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+240,9000000,-18.296875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+240,10000000,-17.5625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,7
+241,1000000,-23.5,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
+241,2000000,-21.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
+241,3000000,-21.125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
+241,4000000,-23.4375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
+241,5000000,-23.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
+241,6000000,-23.0,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
+241,7000000,-23.578125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
+241,8000000,-23.640625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
+241,9000000,-23.0625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
+241,10000000,-23.453125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
 242,1000000,-22.25,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
 242,2000000,-20.421875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
 242,3000000,-20.078125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
@@ -7549,36 +7549,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-23.5,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
 242,9000000,-23.484375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
 242,10000000,-23.515625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
-243,1000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-243,2000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-243,3000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-243,4000000,-23.203125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-243,5000000,-23.84375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-243,6000000,-23.34375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-243,7000000,-23.453125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-243,8000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-243,9000000,-23.171875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-243,10000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,7
-244,1000000,-18.28125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-244,2000000,-19.609375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-244,3000000,-17.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-244,4000000,-18.78125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-244,5000000,-18.40625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-244,6000000,-18.390625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-244,7000000,-18.375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-244,8000000,-18.28125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-244,9000000,-19.046875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-244,10000000,-19.921875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,7
-245,1000000,-23.5625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
-245,2000000,-23.515625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
-245,3000000,-23.609375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
-245,4000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
-245,5000000,-23.9375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
-245,6000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
-245,7000000,-23.03125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
-245,8000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
-245,9000000,-23.421875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
-245,10000000,-23.578125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,7
+243,1000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+243,2000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+243,3000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+243,4000000,-23.203125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+243,5000000,-23.84375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+243,6000000,-23.34375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+243,7000000,-23.453125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+243,8000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+243,9000000,-23.171875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+243,10000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,7
+244,1000000,-18.28125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+244,2000000,-19.609375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+244,3000000,-17.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+244,4000000,-18.78125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+244,5000000,-18.40625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+244,6000000,-18.390625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+244,7000000,-18.375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+244,8000000,-18.28125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+244,9000000,-19.046875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+244,10000000,-19.921875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,7
+245,1000000,-23.5625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
+245,2000000,-23.515625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
+245,3000000,-23.609375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
+245,4000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
+245,5000000,-23.9375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
+245,6000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
+245,7000000,-23.03125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
+245,8000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
+245,9000000,-23.421875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
+245,10000000,-23.578125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,7
 246,1000000,-23.9375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
 246,2000000,-23.921875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
 246,3000000,-23.5625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
@@ -7589,46 +7589,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.28125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
 246,9000000,-23.3125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
 246,10000000,-23.5,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
-247,1000000,-18.734375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-247,2000000,-17.71875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-247,3000000,-18.984375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-247,4000000,-18.328125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-247,5000000,-18.9375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-247,6000000,-18.375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-247,7000000,-19.375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-247,8000000,-17.234375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-247,9000000,-17.8125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-247,10000000,-18.703125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
-248,1000000,-23.390625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-248,2000000,-23.5625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-248,3000000,-23.484375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-248,4000000,-23.5625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-248,5000000,-23.03125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-248,6000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-248,7000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-248,8000000,-23.828125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-248,9000000,-23.90625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-248,10000000,-23.4375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,7
-249,1000000,-18.5,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-249,2000000,-21.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-249,3000000,-20.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-249,4000000,-18.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-249,5000000,-16.34375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-249,6000000,-17.921875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-249,7000000,-18.65625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-249,8000000,-17.984375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-249,9000000,-15.71875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-249,10000000,-16.265625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,7
-250,1000000,-23.40625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
-250,2000000,-23.359375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
-250,3000000,-23.703125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
-250,4000000,-22.796875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
-250,5000000,-23.453125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
-250,6000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
-250,7000000,-23.890625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
-250,8000000,-23.53125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
-250,9000000,-23.296875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
-250,10000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,7
+247,1000000,-18.734375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+247,2000000,-17.71875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+247,3000000,-18.984375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+247,4000000,-18.328125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+247,5000000,-18.9375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+247,6000000,-18.375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+247,7000000,-19.375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+247,8000000,-17.234375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+247,9000000,-17.8125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+247,10000000,-18.703125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,7
+248,1000000,-23.390625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+248,2000000,-23.5625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+248,3000000,-23.484375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+248,4000000,-23.5625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+248,5000000,-23.03125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+248,6000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+248,7000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+248,8000000,-23.828125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+248,9000000,-23.90625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+248,10000000,-23.4375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,7
+249,1000000,-18.5,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+249,2000000,-21.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+249,3000000,-20.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+249,4000000,-18.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+249,5000000,-16.34375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+249,6000000,-17.921875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+249,7000000,-18.65625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+249,8000000,-17.984375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+249,9000000,-15.71875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+249,10000000,-16.265625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,7
+250,1000000,-23.40625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
+250,2000000,-23.359375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
+250,3000000,-23.703125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
+250,4000000,-22.796875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
+250,5000000,-23.453125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
+250,6000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
+250,7000000,-23.890625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
+250,8000000,-23.53125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
+250,9000000,-23.296875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
+250,10000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,7
 251,1000000,-21.75,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
 251,2000000,-23.921875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
 251,3000000,-23.40625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
@@ -7639,16 +7639,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-23.0625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
 251,9000000,-23.875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
 251,10000000,-23.90625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
-252,1000000,-23.515625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
-252,2000000,-23.546875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
-252,3000000,-23.5,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
-252,4000000,-22.796875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
-252,5000000,-23.1875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
-252,6000000,-23.6875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
-252,7000000,-23.609375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
-252,8000000,-23.40625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
-252,9000000,-23.03125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
-252,10000000,-23.203125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,7
+252,1000000,-23.515625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
+252,2000000,-23.546875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
+252,3000000,-23.5,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
+252,4000000,-22.796875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
+252,5000000,-23.1875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
+252,6000000,-23.6875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
+252,7000000,-23.609375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
+252,8000000,-23.40625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
+252,9000000,-23.03125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
+252,10000000,-23.203125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,7
 253,1000000,-23.390625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
 253,2000000,-23.578125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
 253,3000000,-23.84375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
@@ -7659,66 +7659,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-23.96875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
 253,9000000,-23.875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
 253,10000000,-23.453125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
-254,1000000,-23.375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-254,2000000,-23.828125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-254,3000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-254,4000000,-23.640625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-254,5000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-254,6000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-254,7000000,-22.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-254,8000000,-23.65625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-254,9000000,-23.4375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-254,10000000,-23.546875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,7
-255,1000000,-23.125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-255,2000000,-23.890625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-255,3000000,-23.890625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-255,4000000,-23.859375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-255,5000000,-23.4375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-255,6000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-255,7000000,-23.375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-255,8000000,-23.625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-255,9000000,-23.703125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-255,10000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,7
-0,1000000,-22.96875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-0,2000000,-23.4375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-0,3000000,-23.859375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-0,4000000,-22.296875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-0,5000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-0,6000000,-23.515625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-0,7000000,-23.546875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-0,8000000,-23.984375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-0,9000000,-23.375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-0,10000000,-23.859375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,6
-1,1000000,-19.25,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-1,2000000,-19.734375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-1,3000000,-20.140625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-1,4000000,-19.140625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-1,5000000,-19.0625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-1,6000000,-18.59375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-1,7000000,-18.84375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-1,8000000,-18.453125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-1,9000000,-18.671875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-1,10000000,-18.578125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,6
-2,1000000,-22.21875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-2,2000000,-23.46875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-2,3000000,-23.984375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-2,4000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-2,5000000,-23.765625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-2,6000000,-22.96875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-2,7000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-2,8000000,-23.8125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-2,9000000,-23.515625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-2,10000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,6
-3,1000000,-20.015625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
-3,2000000,-19.1875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
-3,3000000,-17.90625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
-3,4000000,-15.75,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
-3,5000000,-15.796875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
-3,6000000,-16.75,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
-3,7000000,-16.84375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
-3,8000000,-13.125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
-3,9000000,-14.40625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
-3,10000000,-14.578125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,6
+254,1000000,-23.375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+254,2000000,-23.828125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+254,3000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+254,4000000,-23.640625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+254,5000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+254,6000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+254,7000000,-22.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+254,8000000,-23.65625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+254,9000000,-23.4375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+254,10000000,-23.546875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,7
+255,1000000,-23.125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+255,2000000,-23.890625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+255,3000000,-23.890625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+255,4000000,-23.859375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+255,5000000,-23.4375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+255,6000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+255,7000000,-23.375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+255,8000000,-23.625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+255,9000000,-23.703125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+255,10000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,7
+0,1000000,-22.96875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+0,2000000,-23.4375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+0,3000000,-23.859375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+0,4000000,-22.296875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+0,5000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+0,6000000,-23.515625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+0,7000000,-23.546875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+0,8000000,-23.984375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+0,9000000,-23.375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+0,10000000,-23.859375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,6
+1,1000000,-19.25,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+1,2000000,-19.734375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+1,3000000,-20.140625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+1,4000000,-19.140625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+1,5000000,-19.0625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+1,6000000,-18.59375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+1,7000000,-18.84375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+1,8000000,-18.453125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+1,9000000,-18.671875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+1,10000000,-18.578125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,6
+2,1000000,-22.21875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+2,2000000,-23.46875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+2,3000000,-23.984375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+2,4000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+2,5000000,-23.765625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+2,6000000,-22.96875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+2,7000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+2,8000000,-23.8125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+2,9000000,-23.515625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+2,10000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,6
+3,1000000,-20.015625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,2000000,-19.1875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,3000000,-17.90625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,4000000,-15.75,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,5000000,-15.796875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,6000000,-16.75,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,7000000,-16.84375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,8000000,-13.125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,9000000,-14.40625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,10000000,-14.578125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
 4,1000000,-23.90625,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,6
 4,2000000,-23.140625,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,6
 4,3000000,-23.796875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,6
@@ -7739,56 +7739,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-18.015625,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,6
 5,9000000,-17.6875,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,6
 5,10000000,-17.21875,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,6
-6,1000000,-19.25,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,2000000,-18.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,3000000,-11.453125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,4000000,-16.265625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,5000000,-15.359375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,6000000,-15.59375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,7000000,-14.890625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,8000000,-13.828125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,9000000,-13.40625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,10000000,-12.890625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-7,1000000,-23.640625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,2000000,-23.46875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,3000000,-23.90625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,4000000,-23.53125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,5000000,-23.875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,6000000,-23.359375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,7000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,8000000,-23.90625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,9000000,-23.296875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,10000000,-22.890625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-8,1000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,2000000,-22.328125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,3000000,-23.328125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,4000000,-22.53125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,5000000,-22.984375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,6000000,-23.46875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,7000000,-22.953125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,8000000,-23.28125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,9000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,10000000,-22.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-9,1000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-9,2000000,-23.984375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-9,3000000,-23.578125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-9,4000000,-23.984375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-9,5000000,-23.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-9,6000000,-23.453125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-9,7000000,-23.421875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-9,8000000,-23.5625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-9,9000000,-23.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-9,10000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
-10,1000000,-21.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
-10,2000000,-21.5,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
-10,3000000,-20.546875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
-10,4000000,-23.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
-10,5000000,-23.5625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
-10,6000000,-23.125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
-10,7000000,-23.75,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
-10,8000000,-23.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
-10,9000000,-23.34375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
-10,10000000,-23.09375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
+6,1000000,-19.25,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+6,2000000,-18.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+6,3000000,-11.453125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+6,4000000,-16.265625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+6,5000000,-15.359375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+6,6000000,-15.59375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+6,7000000,-14.890625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+6,8000000,-13.828125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+6,9000000,-13.40625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+6,10000000,-12.890625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
+7,1000000,-23.640625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+7,2000000,-23.46875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+7,3000000,-23.90625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+7,4000000,-23.53125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+7,5000000,-23.875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+7,6000000,-23.359375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+7,7000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+7,8000000,-23.90625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+7,9000000,-23.296875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+7,10000000,-22.890625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,6
+8,1000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+8,2000000,-22.328125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+8,3000000,-23.328125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+8,4000000,-22.53125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+8,5000000,-22.984375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+8,6000000,-23.46875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+8,7000000,-22.953125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+8,8000000,-23.28125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+8,9000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+8,10000000,-22.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+9,1000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,2000000,-23.984375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,3000000,-23.578125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,4000000,-23.984375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,5000000,-23.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,6000000,-23.453125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,7000000,-23.421875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,8000000,-23.5625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,9000000,-23.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,10000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+10,1000000,-21.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,2000000,-21.5,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,3000000,-20.546875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,4000000,-23.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,5000000,-23.5625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,6000000,-23.125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,7000000,-23.75,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,8000000,-23.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,9000000,-23.34375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,10000000,-23.09375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
 11,1000000,-22.21875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
 11,2000000,-23.5,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
 11,3000000,-23.09375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
@@ -7799,26 +7799,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-20.484375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
 11,9000000,-23.203125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
 11,10000000,-23.921875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
-12,1000000,-23.53125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-12,2000000,-23.578125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-12,3000000,-23.546875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-12,4000000,-23.078125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-12,5000000,-23.0625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-12,6000000,-23.03125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-12,7000000,-22.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-12,8000000,-23.359375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-12,9000000,-23.375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-12,10000000,-23.4375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,6
-13,1000000,-23.515625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
-13,2000000,-23.546875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
-13,3000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
-13,4000000,-23.984375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
-13,5000000,-23.59375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
-13,6000000,-23.671875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
-13,7000000,-23.671875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
-13,8000000,-23.6875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
-13,9000000,-23.671875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
-13,10000000,-23.890625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,6
+12,1000000,-23.53125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+12,2000000,-23.578125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+12,3000000,-23.546875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+12,4000000,-23.078125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+12,5000000,-23.0625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+12,6000000,-23.03125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+12,7000000,-22.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+12,8000000,-23.359375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+12,9000000,-23.375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+12,10000000,-23.4375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,6
+13,1000000,-23.515625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,2000000,-23.546875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,3000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,4000000,-23.984375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,5000000,-23.59375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,6000000,-23.671875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,7000000,-23.671875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,8000000,-23.6875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,9000000,-23.671875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,10000000,-23.890625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
 14,1000000,-17.484375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
 14,2000000,-17.53125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
 14,3000000,-18.171875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
@@ -7829,26 +7829,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-17.359375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
 14,9000000,-16.53125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
 14,10000000,-14.75,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
-15,1000000,-23.890625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,2000000,-23.640625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,3000000,-23.75,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,4000000,-23.71875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,5000000,-23.765625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,6000000,-23.734375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,7000000,-23.625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,8000000,-23.921875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,9000000,-23.03125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,10000000,-23.796875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-16,1000000,-22.875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
-16,2000000,-19.078125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
-16,3000000,-18.421875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
-16,4000000,-17.578125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
-16,5000000,-13.109375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
-16,6000000,-16.453125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
-16,7000000,-14.59375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
-16,8000000,-16.171875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
-16,9000000,-15.53125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
-16,10000000,-14.71875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,6
+15,1000000,-23.890625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+15,2000000,-23.640625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+15,3000000,-23.75,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+15,4000000,-23.71875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+15,5000000,-23.765625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+15,6000000,-23.734375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+15,7000000,-23.625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+15,8000000,-23.921875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+15,9000000,-23.03125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+15,10000000,-23.796875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,6
+16,1000000,-22.875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
+16,2000000,-19.078125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
+16,3000000,-18.421875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
+16,4000000,-17.578125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
+16,5000000,-13.109375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
+16,6000000,-16.453125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
+16,7000000,-14.59375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
+16,8000000,-16.171875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
+16,9000000,-15.53125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
+16,10000000,-14.71875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
 17,1000000,-23.390625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
 17,2000000,-23.921875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
 17,3000000,-22.0625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
@@ -7859,26 +7859,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-22.09375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
 17,9000000,-22.859375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
 17,10000000,-21.90625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
-18,1000000,-23.609375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,2000000,-22.953125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,3000000,-23.5,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,4000000,-23.5,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,5000000,-23.703125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,6000000,-23.484375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,7000000,-23.515625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,8000000,-23.4375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,9000000,-23.421875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,10000000,-23.46875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-19,1000000,-22.8125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
-19,2000000,-22.34375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
-19,3000000,-23.703125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
-19,4000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
-19,5000000,-23.546875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
-19,6000000,-23.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
-19,7000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
-19,8000000,-23.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
-19,9000000,-21.0,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
-19,10000000,-23.46875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,6
+18,1000000,-23.609375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+18,2000000,-22.953125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+18,3000000,-23.5,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+18,4000000,-23.5,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+18,5000000,-23.703125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+18,6000000,-23.484375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+18,7000000,-23.515625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+18,8000000,-23.4375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+18,9000000,-23.421875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+18,10000000,-23.46875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,6
+19,1000000,-22.8125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,2000000,-22.34375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,3000000,-23.703125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,4000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,5000000,-23.546875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,6000000,-23.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,7000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,8000000,-23.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,9000000,-21.0,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,10000000,-23.46875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
 20,1000000,-23.9375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
 20,2000000,-23.78125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
 20,3000000,-23.375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
@@ -7889,76 +7889,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-23.96875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
 20,9000000,-23.53125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
 20,10000000,-22.90625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
-21,1000000,-23.578125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,2000000,-23.84375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,3000000,-23.34375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,4000000,-23.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,5000000,-23.28125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,6000000,-23.40625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,7000000,-23.609375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,8000000,-23.53125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,9000000,-23.28125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,10000000,-23.78125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-22,1000000,-19.5625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-22,2000000,-18.859375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-22,3000000,-18.078125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-22,4000000,-18.09375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-22,5000000,-18.1875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-22,6000000,-17.75,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-22,7000000,-17.734375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-22,8000000,-18.359375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-22,9000000,-17.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-22,10000000,-17.40625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,6
-23,1000000,-21.09375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-23,2000000,-17.03125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-23,3000000,-17.125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-23,4000000,-17.375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-23,5000000,-15.65625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-23,6000000,-14.390625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-23,7000000,-12.359375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-23,8000000,-12.140625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-23,9000000,-13.703125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-23,10000000,-12.8125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,6
-24,1000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-24,2000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-24,3000000,-23.359375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-24,4000000,-23.953125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-24,5000000,-24.0,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-24,6000000,-23.5,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-24,7000000,-23.90625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-24,8000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-24,9000000,-23.578125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-24,10000000,-23.296875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,6
-25,1000000,-18.359375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-25,2000000,-18.984375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-25,3000000,-18.5625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-25,4000000,-17.125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-25,5000000,-21.703125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-25,6000000,-21.8125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-25,7000000,-21.984375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-25,8000000,-23.03125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-25,9000000,-21.625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-25,10000000,-22.625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,6
-26,1000000,-23.609375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-26,2000000,-23.3125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-26,3000000,-23.421875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-26,4000000,-23.546875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-26,5000000,-22.0625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-26,6000000,-23.484375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-26,7000000,-23.03125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-26,8000000,-23.671875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-26,9000000,-23.40625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-26,10000000,-23.84375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,6
-27,1000000,-21.703125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
-27,2000000,-23.5625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
-27,3000000,-22.296875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
-27,4000000,-23.859375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
-27,5000000,-23.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
-27,6000000,-21.34375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
-27,7000000,-21.859375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
-27,8000000,-23.15625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
-27,9000000,-22.65625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
-27,10000000,-20.71875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,6
+21,1000000,-23.578125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+21,2000000,-23.84375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+21,3000000,-23.34375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+21,4000000,-23.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+21,5000000,-23.28125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+21,6000000,-23.40625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+21,7000000,-23.609375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+21,8000000,-23.53125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+21,9000000,-23.28125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+21,10000000,-23.78125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,6
+22,1000000,-19.5625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+22,2000000,-18.859375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+22,3000000,-18.078125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+22,4000000,-18.09375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+22,5000000,-18.1875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+22,6000000,-17.75,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+22,7000000,-17.734375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+22,8000000,-18.359375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+22,9000000,-17.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+22,10000000,-17.40625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,6
+23,1000000,-21.09375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+23,2000000,-17.03125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+23,3000000,-17.125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+23,4000000,-17.375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+23,5000000,-15.65625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+23,6000000,-14.390625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+23,7000000,-12.359375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+23,8000000,-12.140625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+23,9000000,-13.703125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+23,10000000,-12.8125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,6
+24,1000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+24,2000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+24,3000000,-23.359375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+24,4000000,-23.953125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+24,5000000,-24.0,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+24,6000000,-23.5,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+24,7000000,-23.90625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+24,8000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+24,9000000,-23.578125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+24,10000000,-23.296875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,6
+25,1000000,-18.359375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+25,2000000,-18.984375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+25,3000000,-18.5625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+25,4000000,-17.125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+25,5000000,-21.703125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+25,6000000,-21.8125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+25,7000000,-21.984375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+25,8000000,-23.03125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+25,9000000,-21.625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+25,10000000,-22.625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,6
+26,1000000,-23.609375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+26,2000000,-23.3125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+26,3000000,-23.421875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+26,4000000,-23.546875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+26,5000000,-22.0625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+26,6000000,-23.484375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+26,7000000,-23.03125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+26,8000000,-23.671875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+26,9000000,-23.40625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+26,10000000,-23.84375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,6
+27,1000000,-21.703125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
+27,2000000,-23.5625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
+27,3000000,-22.296875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
+27,4000000,-23.859375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
+27,5000000,-23.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
+27,6000000,-21.34375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
+27,7000000,-21.859375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
+27,8000000,-23.15625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
+27,9000000,-22.65625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
+27,10000000,-20.71875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,6
 28,1000000,-20.59375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,6
 28,2000000,-20.984375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,6
 28,3000000,-23.03125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,6
@@ -7969,56 +7969,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-21.5,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,6
 28,9000000,-22.65625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,6
 28,10000000,-20.953125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,6
-29,1000000,-23.828125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,2000000,-23.125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,3000000,-22.96875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,4000000,-23.25,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,5000000,-23.53125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,6000000,-23.484375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,7000000,-23.5,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,8000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,9000000,-23.625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,10000000,-23.453125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-30,1000000,-23.703125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-30,2000000,-23.65625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-30,3000000,-23.625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-30,4000000,-23.421875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-30,5000000,-23.515625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-30,6000000,-23.609375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-30,7000000,-23.34375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-30,8000000,-23.90625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-30,9000000,-23.09375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-30,10000000,-23.546875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,6
-31,1000000,-23.046875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-31,2000000,-23.25,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-31,3000000,-23.046875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-31,4000000,-23.234375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-31,5000000,-23.234375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-31,6000000,-23.109375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-31,7000000,-23.0,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-31,8000000,-23.3125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-31,9000000,-23.25,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-31,10000000,-23.3125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,6
-32,1000000,-23.421875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-32,2000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-32,3000000,-23.234375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-32,4000000,-22.796875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-32,5000000,-23.921875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-32,6000000,-23.484375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-32,7000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-32,8000000,-23.515625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-32,9000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-32,10000000,-23.6875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,6
-33,1000000,-23.40625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
-33,2000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
-33,3000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
-33,4000000,-23.078125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
-33,5000000,-23.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
-33,6000000,-23.453125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
-33,7000000,-23.546875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
-33,8000000,-23.359375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
-33,9000000,-23.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
-33,10000000,-23.75,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,6
+29,1000000,-23.828125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+29,2000000,-23.125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+29,3000000,-22.96875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+29,4000000,-23.25,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+29,5000000,-23.53125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+29,6000000,-23.484375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+29,7000000,-23.5,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+29,8000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+29,9000000,-23.625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+29,10000000,-23.453125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,6
+30,1000000,-23.703125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+30,2000000,-23.65625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+30,3000000,-23.625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+30,4000000,-23.421875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+30,5000000,-23.515625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+30,6000000,-23.609375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+30,7000000,-23.34375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+30,8000000,-23.90625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+30,9000000,-23.09375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+30,10000000,-23.546875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,6
+31,1000000,-23.046875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+31,2000000,-23.25,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+31,3000000,-23.046875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+31,4000000,-23.234375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+31,5000000,-23.234375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+31,6000000,-23.109375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+31,7000000,-23.0,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+31,8000000,-23.3125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+31,9000000,-23.25,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+31,10000000,-23.3125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,6
+32,1000000,-23.421875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+32,2000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+32,3000000,-23.234375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+32,4000000,-22.796875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+32,5000000,-23.921875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+32,6000000,-23.484375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+32,7000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+32,8000000,-23.515625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+32,9000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+32,10000000,-23.6875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,6
+33,1000000,-23.40625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
+33,2000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
+33,3000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
+33,4000000,-23.078125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
+33,5000000,-23.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
+33,6000000,-23.453125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
+33,7000000,-23.546875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
+33,8000000,-23.359375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
+33,9000000,-23.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
+33,10000000,-23.75,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,6
 34,1000000,-20.484375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
 34,2000000,-19.5625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
 34,3000000,-20.109375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
@@ -8029,96 +8029,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-18.703125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
 34,9000000,-18.65625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
 34,10000000,-18.25,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
-35,1000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,2000000,-23.421875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,3000000,-23.453125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,4000000,-23.59375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,5000000,-23.328125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,6000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,7000000,-23.796875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,8000000,-23.734375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,9000000,-23.796875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,10000000,-23.5625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-36,1000000,-23.09375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-36,2000000,-22.578125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-36,3000000,-23.984375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-36,4000000,-22.828125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-36,5000000,-23.953125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-36,6000000,-23.09375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-36,7000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-36,8000000,-23.65625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-36,9000000,-23.390625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-36,10000000,-23.40625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,6
-37,1000000,-23.578125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-37,2000000,-23.59375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-37,3000000,-23.546875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-37,4000000,-23.609375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-37,5000000,-23.53125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-37,6000000,-23.5625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-37,7000000,-23.609375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-37,8000000,-23.609375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-37,9000000,-23.578125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-37,10000000,-23.671875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,6
-38,1000000,-21.203125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-38,2000000,-20.84375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-38,3000000,-21.828125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-38,4000000,-21.09375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-38,5000000,-20.234375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-38,6000000,-19.15625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-38,7000000,-17.453125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-38,8000000,-14.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-38,9000000,-17.25,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-38,10000000,-17.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,6
-39,1000000,-23.46875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-39,2000000,-23.25,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-39,3000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-39,4000000,-23.765625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-39,5000000,-22.546875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-39,6000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-39,7000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-39,8000000,-23.96875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-39,9000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-39,10000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,6
-40,1000000,-19.53125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-40,2000000,-18.0625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-40,3000000,-17.28125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-40,4000000,-18.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-40,5000000,-17.921875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-40,6000000,-17.875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-40,7000000,-17.53125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-40,8000000,-16.921875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-40,9000000,-18.265625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-40,10000000,-17.625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,6
-41,1000000,-22.734375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-41,2000000,-23.46875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-41,3000000,-23.859375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-41,4000000,-21.03125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-41,5000000,-20.15625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-41,6000000,-23.265625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-41,7000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-41,8000000,-23.3125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-41,9000000,-23.375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-41,10000000,-23.28125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,6
-42,1000000,-21.078125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-42,2000000,-15.3125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-42,3000000,-17.078125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-42,4000000,-16.859375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-42,5000000,-15.875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-42,6000000,-17.359375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-42,7000000,-16.0,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-42,8000000,-15.125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-42,9000000,-17.1875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-42,10000000,-17.0625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,6
-43,1000000,-23.4375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
-43,2000000,-23.40625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
-43,3000000,-23.96875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
-43,4000000,-23.765625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
-43,5000000,-21.46875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
-43,6000000,-21.75,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
-43,7000000,-22.796875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
-43,8000000,-23.5625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
-43,9000000,-22.3125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
-43,10000000,-22.984375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,6
+35,1000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+35,2000000,-23.421875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+35,3000000,-23.453125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+35,4000000,-23.59375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+35,5000000,-23.328125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+35,6000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+35,7000000,-23.796875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+35,8000000,-23.734375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+35,9000000,-23.796875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+35,10000000,-23.5625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,6
+36,1000000,-23.09375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+36,2000000,-22.578125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+36,3000000,-23.984375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+36,4000000,-22.828125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+36,5000000,-23.953125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+36,6000000,-23.09375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+36,7000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+36,8000000,-23.65625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+36,9000000,-23.390625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+36,10000000,-23.40625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,6
+37,1000000,-23.578125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+37,2000000,-23.59375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+37,3000000,-23.546875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+37,4000000,-23.609375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+37,5000000,-23.53125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+37,6000000,-23.5625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+37,7000000,-23.609375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+37,8000000,-23.609375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+37,9000000,-23.578125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+37,10000000,-23.671875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,6
+38,1000000,-21.203125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+38,2000000,-20.84375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+38,3000000,-21.828125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+38,4000000,-21.09375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+38,5000000,-20.234375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+38,6000000,-19.15625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+38,7000000,-17.453125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+38,8000000,-14.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+38,9000000,-17.25,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+38,10000000,-17.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,6
+39,1000000,-23.46875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+39,2000000,-23.25,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+39,3000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+39,4000000,-23.765625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+39,5000000,-22.546875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+39,6000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+39,7000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+39,8000000,-23.96875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+39,9000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+39,10000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,6
+40,1000000,-19.53125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+40,2000000,-18.0625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+40,3000000,-17.28125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+40,4000000,-18.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+40,5000000,-17.921875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+40,6000000,-17.875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+40,7000000,-17.53125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+40,8000000,-16.921875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+40,9000000,-18.265625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+40,10000000,-17.625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,6
+41,1000000,-22.734375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,2000000,-23.46875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,3000000,-23.859375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,4000000,-21.03125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,5000000,-20.15625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,6000000,-23.265625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,7000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,8000000,-23.3125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,9000000,-23.375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,10000000,-23.28125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+42,1000000,-21.078125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,2000000,-15.3125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,3000000,-17.078125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,4000000,-16.859375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,5000000,-15.875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,6000000,-17.359375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,7000000,-16.0,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,8000000,-15.125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,9000000,-17.1875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,10000000,-17.0625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+43,1000000,-23.4375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,2000000,-23.40625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,3000000,-23.96875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,4000000,-23.765625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,5000000,-21.46875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,6000000,-21.75,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,7000000,-22.796875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,8000000,-23.5625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,9000000,-22.3125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,10000000,-22.984375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
 44,1000000,-23.953125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
 44,2000000,-21.5625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
 44,3000000,-23.921875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
@@ -8129,56 +8129,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
 44,9000000,-23.453125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
 44,10000000,-22.828125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
-45,1000000,-23.921875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,2000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,3000000,-23.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,4000000,-23.921875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,5000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,6000000,-23.96875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,7000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,8000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,9000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,10000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-46,1000000,-19.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,2000000,-18.703125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,3000000,-16.515625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,4000000,-18.6875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,5000000,-21.03125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,6000000,-19.328125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,7000000,-14.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,8000000,-17.671875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,9000000,-16.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,10000000,-16.609375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-47,1000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,2000000,-23.515625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,3000000,-23.390625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,4000000,-23.90625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,5000000,-23.484375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,6000000,-23.46875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,7000000,-23.265625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,8000000,-23.390625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,9000000,-23.171875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,10000000,-23.734375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-48,1000000,-17.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,2000000,-18.796875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,3000000,-18.359375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,4000000,-18.53125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,5000000,-18.09375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,6000000,-17.65625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,7000000,-18.171875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,8000000,-17.390625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,9000000,-19.09375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,10000000,-18.125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-49,1000000,-23.9375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,2000000,-23.265625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,3000000,-23.265625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,4000000,-23.359375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,5000000,-23.484375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,6000000,-23.703125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,7000000,-23.3125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,8000000,-23.453125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,9000000,-23.78125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,10000000,-23.65625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
+45,1000000,-23.921875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,2000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,3000000,-23.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,4000000,-23.921875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,5000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,6000000,-23.96875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,7000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,8000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,9000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,10000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+46,1000000,-19.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,2000000,-18.703125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,3000000,-16.515625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,4000000,-18.6875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,5000000,-21.03125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,6000000,-19.328125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,7000000,-14.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,8000000,-17.671875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,9000000,-16.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,10000000,-16.609375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+47,1000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,2000000,-23.515625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,3000000,-23.390625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,4000000,-23.90625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,5000000,-23.484375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,6000000,-23.46875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,7000000,-23.265625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,8000000,-23.390625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,9000000,-23.171875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,10000000,-23.734375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+48,1000000,-17.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,2000000,-18.796875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,3000000,-18.359375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,4000000,-18.53125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,5000000,-18.09375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,6000000,-17.65625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,7000000,-18.171875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,8000000,-17.390625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,9000000,-19.09375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,10000000,-18.125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+49,1000000,-23.9375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,2000000,-23.265625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,3000000,-23.265625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,4000000,-23.359375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,5000000,-23.484375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,6000000,-23.703125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,7000000,-23.3125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,8000000,-23.453125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,9000000,-23.78125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,10000000,-23.65625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
 50,1000000,-23.890625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
 50,2000000,-23.90625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
 50,3000000,-23.984375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
@@ -8189,26 +8189,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-22.59375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
 50,9000000,-23.21875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
 50,10000000,-23.578125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
-51,1000000,-23.953125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,2000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,3000000,-23.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,4000000,-23.59375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,5000000,-23.5625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,6000000,-23.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,7000000,-23.6875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,8000000,-23.453125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,9000000,-23.515625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,10000000,-23.171875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-52,1000000,-16.453125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,2000000,-17.796875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,3000000,-15.71875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,4000000,-17.109375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,5000000,-10.734375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,6000000,-15.90625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,7000000,-14.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,8000000,-12.25,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,9000000,-14.75,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,10000000,-10.296875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
+51,1000000,-23.953125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,2000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,3000000,-23.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,4000000,-23.59375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,5000000,-23.5625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,6000000,-23.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,7000000,-23.6875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,8000000,-23.453125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,9000000,-23.515625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,10000000,-23.171875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+52,1000000,-16.453125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,2000000,-17.796875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,3000000,-15.71875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,4000000,-17.109375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,5000000,-10.734375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,6000000,-15.90625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,7000000,-14.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,8000000,-12.25,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,9000000,-14.75,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,10000000,-10.296875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
 53,1000000,-23.53125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,6
 53,2000000,-23.859375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,6
 53,3000000,-23.4375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,6
@@ -8229,16 +8229,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-15.921875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,6
 54,9000000,-13.734375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,6
 54,10000000,-12.421875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,6
-55,1000000,-17.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,2000000,-18.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,3000000,-18.1875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,4000000,-16.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,5000000,-16.140625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,6000000,-17.96875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,7000000,-14.65625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,8000000,-17.671875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,9000000,-16.03125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,10000000,-16.671875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
+55,1000000,-17.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,2000000,-18.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,3000000,-18.1875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,4000000,-16.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,5000000,-16.140625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,6000000,-17.96875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,7000000,-14.65625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,8000000,-17.671875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,9000000,-16.03125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,10000000,-16.671875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
 56,1000000,-23.484375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
 56,2000000,-23.640625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
 56,3000000,-23.46875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
@@ -8249,16 +8249,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-23.484375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
 56,9000000,-23.4375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
 56,10000000,-23.609375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
-57,1000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,2000000,-23.59375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,3000000,-23.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,4000000,-23.859375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,5000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,6000000,-23.453125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,7000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,8000000,-23.296875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,9000000,-23.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,10000000,-23.046875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
+57,1000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,2000000,-23.59375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,3000000,-23.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,4000000,-23.859375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,5000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,6000000,-23.453125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,7000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,8000000,-23.296875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,9000000,-23.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,10000000,-23.046875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
 58,1000000,-19.34375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
 58,2000000,-19.625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
 58,3000000,-20.078125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
@@ -8269,26 +8269,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-15.9375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
 58,9000000,-11.171875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
 58,10000000,-16.5625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
-59,1000000,-23.984375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,2000000,-23.546875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,3000000,-23.4375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,4000000,-23.578125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,5000000,-23.328125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,6000000,-23.453125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,7000000,-23.578125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,8000000,-23.84375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,9000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,10000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-60,1000000,-21.109375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,2000000,-22.25,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,3000000,-23.625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,4000000,-23.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,5000000,-23.484375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,6000000,-23.484375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,7000000,-23.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,8000000,-23.875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,9000000,-23.890625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,10000000,-23.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
+59,1000000,-23.984375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,2000000,-23.546875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,3000000,-23.4375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,4000000,-23.578125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,5000000,-23.328125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,6000000,-23.453125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,7000000,-23.578125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,8000000,-23.84375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,9000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,10000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+60,1000000,-21.109375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,2000000,-22.25,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,3000000,-23.625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,4000000,-23.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,5000000,-23.484375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,6000000,-23.484375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,7000000,-23.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,8000000,-23.875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,9000000,-23.890625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,10000000,-23.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
 61,1000000,-19.0625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
 61,2000000,-18.0625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
 61,3000000,-17.359375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
@@ -8299,16 +8299,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-17.453125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
 61,9000000,-15.46875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
 61,10000000,-13.46875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
-62,1000000,-23.421875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,2000000,-22.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,3000000,-23.1875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,4000000,-22.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,5000000,-22.421875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,6000000,-23.3125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,7000000,-22.765625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,8000000,-22.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,9000000,-22.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,10000000,-22.953125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
+62,1000000,-23.421875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,2000000,-22.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,3000000,-23.1875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,4000000,-22.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,5000000,-22.421875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,6000000,-23.3125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,7000000,-22.765625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,8000000,-22.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,9000000,-22.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,10000000,-22.953125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
 63,1000000,-23.953125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
 63,2000000,-23.34375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
 63,3000000,-23.890625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
@@ -8319,16 +8319,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.484375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
 63,9000000,-23.390625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
 63,10000000,-23.9375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
-64,1000000,-18.828125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,2000000,-15.46875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,3000000,-16.953125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,4000000,-17.28125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,5000000,-17.625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,6000000,-16.3125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,7000000,-18.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,8000000,-18.25,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,9000000,-14.890625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,10000000,-14.359375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
+64,1000000,-18.828125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,2000000,-15.46875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,3000000,-16.953125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,4000000,-17.28125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,5000000,-17.625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,6000000,-16.3125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,7000000,-18.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,8000000,-18.25,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,9000000,-14.890625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,10000000,-14.359375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
 65,1000000,-18.03125,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,6
 65,2000000,-19.6875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,6
 65,3000000,-19.03125,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,6
@@ -8349,16 +8349,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-22.28125,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,6
 66,9000000,-23.171875,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,6
 66,10000000,-21.625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,6
-67,1000000,-23.859375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,2000000,-22.84375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,3000000,-22.921875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,4000000,-23.109375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,5000000,-23.171875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,6000000,-22.296875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,7000000,-22.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,8000000,-22.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,9000000,-22.359375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,10000000,-22.046875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
+67,1000000,-23.859375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,2000000,-22.84375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,3000000,-22.921875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,4000000,-23.109375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,5000000,-23.171875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,6000000,-22.296875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,7000000,-22.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,8000000,-22.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,9000000,-22.359375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,10000000,-22.046875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
 68,1000000,-23.328125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,6
 68,2000000,-23.1875,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,6
 68,3000000,-22.0625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,6
@@ -8389,46 +8389,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-23.46875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,6
 70,9000000,-23.203125,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,6
 70,10000000,-23.90625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,6
-71,1000000,-21.0,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,2000000,-19.8125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,3000000,-17.453125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,4000000,-18.671875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,5000000,-16.859375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,6000000,-16.9375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,7000000,-18.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,8000000,-18.03125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,9000000,-17.5625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,10000000,-17.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-72,1000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-72,2000000,-23.671875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-72,3000000,-23.421875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-72,4000000,-23.796875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-72,5000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-72,6000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-72,7000000,-23.984375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-72,8000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-72,9000000,-23.1875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-72,10000000,-23.484375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,6
-73,1000000,-23.84375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-73,2000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-73,3000000,-23.84375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-73,4000000,-23.546875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-73,5000000,-23.609375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-73,6000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-73,7000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-73,8000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-73,9000000,-22.796875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-73,10000000,-22.671875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,6
-74,1000000,-23.5625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
-74,2000000,-23.625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
-74,3000000,-22.109375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
-74,4000000,-22.84375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
-74,5000000,-21.828125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
-74,6000000,-21.921875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
-74,7000000,-21.8125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
-74,8000000,-20.890625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
-74,9000000,-23.734375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
-74,10000000,-20.875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,6
+71,1000000,-21.0,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+71,2000000,-19.8125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+71,3000000,-17.453125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+71,4000000,-18.671875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+71,5000000,-16.859375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+71,6000000,-16.9375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+71,7000000,-18.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+71,8000000,-18.03125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+71,9000000,-17.5625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+71,10000000,-17.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,6
+72,1000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+72,2000000,-23.671875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+72,3000000,-23.421875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+72,4000000,-23.796875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+72,5000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+72,6000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+72,7000000,-23.984375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+72,8000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+72,9000000,-23.1875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+72,10000000,-23.484375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,6
+73,1000000,-23.84375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+73,2000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+73,3000000,-23.84375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+73,4000000,-23.546875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+73,5000000,-23.609375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+73,6000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+73,7000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+73,8000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+73,9000000,-22.796875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+73,10000000,-22.671875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,6
+74,1000000,-23.5625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
+74,2000000,-23.625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
+74,3000000,-22.109375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
+74,4000000,-22.84375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
+74,5000000,-21.828125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
+74,6000000,-21.921875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
+74,7000000,-21.8125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
+74,8000000,-20.890625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
+74,9000000,-23.734375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
+74,10000000,-20.875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
 75,1000000,-23.484375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,6
 75,2000000,-23.40625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,6
 75,3000000,-23.546875,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,6
@@ -8449,56 +8449,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-21.09375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,6
 76,9000000,-20.96875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,6
 76,10000000,-21.046875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,6
-77,1000000,-23.578125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,2000000,-23.875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,3000000,-23.953125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,4000000,-23.890625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,5000000,-23.828125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,6000000,-23.0,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,7000000,-23.046875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,8000000,-23.078125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,9000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,10000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-78,1000000,-19.40625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-78,2000000,-19.1875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-78,3000000,-19.53125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-78,4000000,-20.546875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-78,5000000,-19.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-78,6000000,-19.921875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-78,7000000,-17.859375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-78,8000000,-18.421875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-78,9000000,-17.46875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-78,10000000,-16.921875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,6
-79,1000000,-17.59375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-79,2000000,-18.40625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-79,3000000,-18.078125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-79,4000000,-17.859375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-79,5000000,-17.875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-79,6000000,-18.359375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-79,7000000,-16.953125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-79,8000000,-15.53125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-79,9000000,-16.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-79,10000000,-16.65625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,6
-80,1000000,-23.8125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-80,2000000,-23.1875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-80,3000000,-21.84375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-80,4000000,-23.96875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-80,5000000,-22.140625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-80,6000000,-22.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-80,7000000,-24.0,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-80,8000000,-23.96875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-80,9000000,-23.953125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-80,10000000,-23.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,6
-81,1000000,-23.984375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
-81,2000000,-23.515625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
-81,3000000,-23.578125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
-81,4000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
-81,5000000,-23.421875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
-81,6000000,-23.4375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
-81,7000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
-81,8000000,-23.390625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
-81,9000000,-23.375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
-81,10000000,-23.421875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,6
+77,1000000,-23.578125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+77,2000000,-23.875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+77,3000000,-23.953125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+77,4000000,-23.890625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+77,5000000,-23.828125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+77,6000000,-23.0,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+77,7000000,-23.046875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+77,8000000,-23.078125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+77,9000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+77,10000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,6
+78,1000000,-19.40625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+78,2000000,-19.1875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+78,3000000,-19.53125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+78,4000000,-20.546875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+78,5000000,-19.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+78,6000000,-19.921875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+78,7000000,-17.859375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+78,8000000,-18.421875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+78,9000000,-17.46875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+78,10000000,-16.921875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+79,1000000,-17.59375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+79,2000000,-18.40625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+79,3000000,-18.078125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+79,4000000,-17.859375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+79,5000000,-17.875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+79,6000000,-18.359375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+79,7000000,-16.953125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+79,8000000,-15.53125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+79,9000000,-16.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+79,10000000,-16.65625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
+80,1000000,-23.8125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,2000000,-23.1875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,3000000,-21.84375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,4000000,-23.96875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,5000000,-22.140625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,6000000,-22.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,7000000,-24.0,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,8000000,-23.96875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,9000000,-23.953125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,10000000,-23.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+81,1000000,-23.984375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,2000000,-23.515625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,3000000,-23.578125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,4000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,5000000,-23.421875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,6000000,-23.4375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,7000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,8000000,-23.390625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,9000000,-23.375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,10000000,-23.421875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
 82,1000000,-19.609375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
 82,2000000,-17.984375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
 82,3000000,-18.09375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
@@ -8509,46 +8509,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-15.96875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
 82,9000000,-14.8125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
 82,10000000,-14.9375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
-83,1000000,-23.90625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-83,2000000,-23.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-83,3000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-83,4000000,-23.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-83,5000000,-23.125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-83,6000000,-23.5625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-83,7000000,-23.34375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-83,8000000,-23.921875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-83,9000000,-23.84375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-83,10000000,-23.46875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
-84,1000000,-19.6875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-84,2000000,-18.015625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-84,3000000,-17.96875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-84,4000000,-18.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-84,5000000,-18.96875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-84,6000000,-17.640625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-84,7000000,-17.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-84,8000000,-19.53125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-84,9000000,-17.765625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-84,10000000,-16.125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,6
-85,1000000,-23.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-85,2000000,-23.609375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-85,3000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-85,4000000,-24.0,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-85,5000000,-23.921875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-85,6000000,-23.765625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-85,7000000,-23.859375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-85,8000000,-23.390625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-85,9000000,-23.71875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-85,10000000,-23.21875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,6
-86,1000000,-19.03125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
-86,2000000,-17.578125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
-86,3000000,-18.203125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
-86,4000000,-18.703125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
-86,5000000,-18.484375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
-86,6000000,-17.375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
-86,7000000,-17.375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
-86,8000000,-16.96875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
-86,9000000,-15.546875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
-86,10000000,-13.359375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,6
+83,1000000,-23.90625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+83,2000000,-23.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+83,3000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+83,4000000,-23.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+83,5000000,-23.125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+83,6000000,-23.5625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+83,7000000,-23.34375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+83,8000000,-23.921875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+83,9000000,-23.84375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+83,10000000,-23.46875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,6
+84,1000000,-19.6875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+84,2000000,-18.015625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+84,3000000,-17.96875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+84,4000000,-18.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+84,5000000,-18.96875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+84,6000000,-17.640625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+84,7000000,-17.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+84,8000000,-19.53125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+84,9000000,-17.765625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+84,10000000,-16.125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,6
+85,1000000,-23.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+85,2000000,-23.609375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+85,3000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+85,4000000,-24.0,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+85,5000000,-23.921875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+85,6000000,-23.765625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+85,7000000,-23.859375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+85,8000000,-23.390625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+85,9000000,-23.71875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+85,10000000,-23.21875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,6
+86,1000000,-19.03125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
+86,2000000,-17.578125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
+86,3000000,-18.203125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
+86,4000000,-18.703125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
+86,5000000,-18.484375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
+86,6000000,-17.375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
+86,7000000,-17.375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
+86,8000000,-16.96875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
+86,9000000,-15.546875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
+86,10000000,-13.359375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
 87,1000000,-19.734375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
 87,2000000,-23.0,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
 87,3000000,-20.59375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
@@ -8559,16 +8559,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-22.046875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
 87,9000000,-23.6875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
 87,10000000,-23.328125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
-88,1000000,-23.546875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,2000000,-23.234375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,3000000,-22.6875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,4000000,-23.890625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,5000000,-22.71875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,6000000,-23.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,7000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,8000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,9000000,-22.828125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,10000000,-23.171875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
+88,1000000,-23.546875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,2000000,-23.234375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,3000000,-22.6875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,4000000,-23.890625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,5000000,-22.71875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,6000000,-23.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,7000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,8000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,9000000,-22.828125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,10000000,-23.171875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
 89,1000000,-19.296875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
 89,2000000,-18.765625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
 89,3000000,-19.171875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
@@ -8579,36 +8579,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-23.578125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
 89,9000000,-21.84375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
 89,10000000,-22.109375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
-90,1000000,-23.9375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-90,2000000,-23.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-90,3000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-90,4000000,-23.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-90,5000000,-23.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-90,6000000,-23.375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-90,7000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-90,8000000,-23.53125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-90,9000000,-23.140625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-90,10000000,-23.375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,6
-91,1000000,-20.46875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-91,2000000,-19.28125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-91,3000000,-18.421875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-91,4000000,-18.296875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-91,5000000,-17.765625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-91,6000000,-18.5625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-91,7000000,-18.65625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-91,8000000,-18.390625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-91,9000000,-18.390625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-91,10000000,-18.3125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,6
-92,1000000,-20.21875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
-92,2000000,-22.671875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
-92,3000000,-23.171875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
-92,4000000,-23.484375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
-92,5000000,-23.921875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
-92,6000000,-23.328125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
-92,7000000,-23.546875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
-92,8000000,-23.5,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
-92,9000000,-23.171875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
-92,10000000,-23.25,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,6
+90,1000000,-23.9375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+90,2000000,-23.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+90,3000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+90,4000000,-23.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+90,5000000,-23.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+90,6000000,-23.375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+90,7000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+90,8000000,-23.53125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+90,9000000,-23.140625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+90,10000000,-23.375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,6
+91,1000000,-20.46875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+91,2000000,-19.28125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+91,3000000,-18.421875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+91,4000000,-18.296875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+91,5000000,-17.765625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+91,6000000,-18.5625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+91,7000000,-18.65625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+91,8000000,-18.390625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+91,9000000,-18.390625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+91,10000000,-18.3125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+92,1000000,-20.21875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,2000000,-22.671875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,3000000,-23.171875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,4000000,-23.484375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,5000000,-23.921875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,6000000,-23.328125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,7000000,-23.546875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,8000000,-23.5,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,9000000,-23.171875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,10000000,-23.25,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
 93,1000000,-22.875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
 93,2000000,-20.4375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
 93,3000000,-23.859375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
@@ -8619,36 +8619,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-21.40625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
 93,9000000,-20.875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
 93,10000000,-21.765625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
-94,1000000,-23.484375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,2000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,3000000,-23.375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,4000000,-23.890625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,5000000,-23.390625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,6000000,-23.34375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,7000000,-23.84375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,8000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,9000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,10000000,-23.484375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-95,1000000,-17.5,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,2000000,-18.90625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,3000000,-18.890625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,4000000,-18.703125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,5000000,-18.59375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,6000000,-20.21875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,7000000,-19.578125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,8000000,-18.75,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,9000000,-17.0625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,10000000,-20.65625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-96,1000000,-23.328125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
-96,2000000,-21.140625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
-96,3000000,-20.75,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
-96,4000000,-22.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
-96,5000000,-18.796875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
-96,6000000,-19.671875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
-96,7000000,-21.890625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
-96,8000000,-21.296875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
-96,9000000,-20.625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
-96,10000000,-23.1875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,6
+94,1000000,-23.484375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+94,2000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+94,3000000,-23.375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+94,4000000,-23.890625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+94,5000000,-23.390625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+94,6000000,-23.34375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+94,7000000,-23.84375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+94,8000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+94,9000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+94,10000000,-23.484375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
+95,1000000,-17.5,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+95,2000000,-18.90625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+95,3000000,-18.890625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+95,4000000,-18.703125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+95,5000000,-18.59375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+95,6000000,-20.21875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+95,7000000,-19.578125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+95,8000000,-18.75,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+95,9000000,-17.0625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+95,10000000,-20.65625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,6
+96,1000000,-23.328125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,2000000,-21.140625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,3000000,-20.75,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,4000000,-22.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,5000000,-18.796875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,6000000,-19.671875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,7000000,-21.890625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,8000000,-21.296875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,9000000,-20.625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,10000000,-23.1875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
 97,1000000,-22.84375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,6
 97,2000000,-23.96875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,6
 97,3000000,-23.984375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,6
@@ -8669,36 +8669,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-23.484375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,6
 98,9000000,-23.96875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,6
 98,10000000,-23.546875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,6
-99,1000000,-19.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,2000000,-21.859375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,3000000,-21.578125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,4000000,-23.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,5000000,-18.890625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,6000000,-18.578125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,7000000,-19.03125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,8000000,-17.3125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,9000000,-18.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,10000000,-15.375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-100,1000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,2000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,3000000,-23.890625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,4000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,5000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,6000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,7000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,8000000,-23.96875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,9000000,-23.90625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,10000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-101,1000000,-17.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,2000000,-17.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,3000000,-16.71875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,4000000,-16.625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,5000000,-17.9375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,6000000,-13.546875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,7000000,-19.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,8000000,-18.0,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,9000000,-17.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,10000000,-17.125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
+99,1000000,-19.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,2000000,-21.859375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,3000000,-21.578125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,4000000,-23.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,5000000,-18.890625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,6000000,-18.578125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,7000000,-19.03125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,8000000,-17.3125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,9000000,-18.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,10000000,-15.375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+100,1000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+100,2000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+100,3000000,-23.890625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+100,4000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+100,5000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+100,6000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+100,7000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+100,8000000,-23.96875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+100,9000000,-23.90625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+100,10000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,6
+101,1000000,-17.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
+101,2000000,-17.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
+101,3000000,-16.71875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
+101,4000000,-16.625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
+101,5000000,-17.9375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
+101,6000000,-13.546875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
+101,7000000,-19.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
+101,8000000,-18.0,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
+101,9000000,-17.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
+101,10000000,-17.125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,6
 102,1000000,-20.0,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,6
 102,2000000,-17.828125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,6
 102,3000000,-17.640625,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,6
@@ -8729,56 +8729,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-22.34375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,6
 104,9000000,-20.65625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,6
 104,10000000,-21.921875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,6
-105,1000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-105,2000000,-23.4375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-105,3000000,-23.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-105,4000000,-23.46875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-105,5000000,-22.890625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-105,6000000,-23.578125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-105,7000000,-23.578125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-105,8000000,-23.28125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-105,9000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-105,10000000,-23.875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
-106,1000000,-23.3125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-106,2000000,-23.234375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-106,3000000,-23.265625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-106,4000000,-23.28125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-106,5000000,-23.046875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-106,6000000,-23.1875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-106,7000000,-23.46875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-106,8000000,-23.09375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-106,9000000,-23.359375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-106,10000000,-23.203125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,6
-107,1000000,-18.484375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-107,2000000,-20.28125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-107,3000000,-20.859375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-107,4000000,-19.390625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-107,5000000,-19.9375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-107,6000000,-18.734375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-107,7000000,-19.1875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-107,8000000,-18.640625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-107,9000000,-19.875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-107,10000000,-19.0,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,6
-108,1000000,-23.3125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-108,2000000,-23.203125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-108,3000000,-23.09375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-108,4000000,-23.109375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-108,5000000,-23.375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-108,6000000,-23.28125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-108,7000000,-23.265625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-108,8000000,-23.84375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-108,9000000,-23.984375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-108,10000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,6
-109,1000000,-22.671875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
-109,2000000,-22.375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
-109,3000000,-23.125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
-109,4000000,-23.421875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
-109,5000000,-23.484375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
-109,6000000,-23.375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
-109,7000000,-23.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
-109,8000000,-23.40625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
-109,9000000,-23.859375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
-109,10000000,-23.890625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,6
+105,1000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+105,2000000,-23.4375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+105,3000000,-23.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+105,4000000,-23.46875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+105,5000000,-22.890625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+105,6000000,-23.578125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+105,7000000,-23.578125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+105,8000000,-23.28125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+105,9000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+105,10000000,-23.875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,6
+106,1000000,-23.3125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+106,2000000,-23.234375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+106,3000000,-23.265625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+106,4000000,-23.28125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+106,5000000,-23.046875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+106,6000000,-23.1875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+106,7000000,-23.46875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+106,8000000,-23.09375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+106,9000000,-23.359375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+106,10000000,-23.203125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,6
+107,1000000,-18.484375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+107,2000000,-20.28125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+107,3000000,-20.859375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+107,4000000,-19.390625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+107,5000000,-19.9375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+107,6000000,-18.734375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+107,7000000,-19.1875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+107,8000000,-18.640625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+107,9000000,-19.875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+107,10000000,-19.0,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,6
+108,1000000,-23.3125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+108,2000000,-23.203125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+108,3000000,-23.09375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+108,4000000,-23.109375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+108,5000000,-23.375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+108,6000000,-23.28125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+108,7000000,-23.265625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+108,8000000,-23.84375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+108,9000000,-23.984375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+108,10000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,6
+109,1000000,-22.671875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
+109,2000000,-22.375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
+109,3000000,-23.125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
+109,4000000,-23.421875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
+109,5000000,-23.484375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
+109,6000000,-23.375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
+109,7000000,-23.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
+109,8000000,-23.40625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
+109,9000000,-23.859375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
+109,10000000,-23.890625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,6
 110,1000000,-23.625,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,6
 110,2000000,-23.59375,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,6
 110,3000000,-23.765625,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,6
@@ -8799,36 +8799,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.203125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,6
 111,9000000,-23.484375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,6
 111,10000000,-23.921875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,6
-112,1000000,-19.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-112,2000000,-18.328125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-112,3000000,-20.71875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-112,4000000,-22.265625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-112,5000000,-23.0,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-112,6000000,-21.71875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-112,7000000,-23.390625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-112,8000000,-22.71875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-112,9000000,-23.203125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-112,10000000,-23.359375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
-113,1000000,-23.640625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-113,2000000,-23.5625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-113,3000000,-23.796875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-113,4000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-113,5000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-113,6000000,-23.421875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-113,7000000,-23.046875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-113,8000000,-23.421875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-113,9000000,-23.765625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-113,10000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,6
-114,1000000,-23.0625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
-114,2000000,-23.890625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
-114,3000000,-22.59375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
-114,4000000,-22.71875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
-114,5000000,-23.1875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
-114,6000000,-22.71875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
-114,7000000,-23.84375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
-114,8000000,-22.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
-114,9000000,-23.28125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
-114,10000000,-23.15625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,6
+112,1000000,-19.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+112,2000000,-18.328125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+112,3000000,-20.71875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+112,4000000,-22.265625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+112,5000000,-23.0,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+112,6000000,-21.71875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+112,7000000,-23.390625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+112,8000000,-22.71875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+112,9000000,-23.203125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+112,10000000,-23.359375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,6
+113,1000000,-23.640625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+113,2000000,-23.5625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+113,3000000,-23.796875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+113,4000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+113,5000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+113,6000000,-23.421875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+113,7000000,-23.046875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+113,8000000,-23.421875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+113,9000000,-23.765625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+113,10000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,6
+114,1000000,-23.0625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
+114,2000000,-23.890625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
+114,3000000,-22.59375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
+114,4000000,-22.71875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
+114,5000000,-23.1875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
+114,6000000,-22.71875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
+114,7000000,-23.84375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
+114,8000000,-22.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
+114,9000000,-23.28125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
+114,10000000,-23.15625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,6
 115,1000000,-22.09375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
 115,2000000,-19.984375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
 115,3000000,-22.5625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
@@ -8839,26 +8839,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-23.59375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
 115,9000000,-23.4375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
 115,10000000,-22.9375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
-116,1000000,-23.453125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-116,2000000,-23.40625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-116,3000000,-23.21875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-116,4000000,-23.4375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-116,5000000,-23.46875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-116,6000000,-23.546875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-116,7000000,-23.5,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-116,8000000,-23.390625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-116,9000000,-23.4375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-116,10000000,-23.34375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,6
-117,1000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
-117,2000000,-23.34375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
-117,3000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
-117,4000000,-23.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
-117,5000000,-23.234375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
-117,6000000,-22.96875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
-117,7000000,-23.921875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
-117,8000000,-23.9375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
-117,9000000,-23.953125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
-117,10000000,-23.90625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,6
+116,1000000,-23.453125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+116,2000000,-23.40625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+116,3000000,-23.21875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+116,4000000,-23.4375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+116,5000000,-23.46875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+116,6000000,-23.546875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+116,7000000,-23.5,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+116,8000000,-23.390625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+116,9000000,-23.4375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+116,10000000,-23.34375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,6
+117,1000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
+117,2000000,-23.34375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
+117,3000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
+117,4000000,-23.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
+117,5000000,-23.234375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
+117,6000000,-22.96875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
+117,7000000,-23.921875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
+117,8000000,-23.9375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
+117,9000000,-23.953125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
+117,10000000,-23.90625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,6
 118,1000000,-20.6875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
 118,2000000,-19.921875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
 118,3000000,-20.453125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
@@ -8869,56 +8869,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-19.859375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
 118,9000000,-20.328125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
 118,10000000,-20.109375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
-119,1000000,-23.84375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-119,2000000,-22.40625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-119,3000000,-22.28125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-119,4000000,-22.03125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-119,5000000,-23.375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-119,6000000,-23.890625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-119,7000000,-23.5625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-119,8000000,-23.484375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-119,9000000,-23.90625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-119,10000000,-23.859375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,6
-120,1000000,-20.9375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-120,2000000,-23.96875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-120,3000000,-23.859375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-120,4000000,-22.9375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-120,5000000,-23.1875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-120,6000000,-23.125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-120,7000000,-21.109375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-120,8000000,-20.984375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-120,9000000,-23.625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-120,10000000,-21.84375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,6
-121,1000000,-22.234375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-121,2000000,-23.234375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-121,3000000,-23.71875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-121,4000000,-22.75,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-121,5000000,-23.21875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-121,6000000,-23.953125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-121,7000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-121,8000000,-23.265625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-121,9000000,-23.71875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-121,10000000,-23.875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,6
-122,1000000,-23.921875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-122,2000000,-23.875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-122,3000000,-23.890625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-122,4000000,-23.859375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-122,5000000,-23.515625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-122,6000000,-23.375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-122,7000000,-23.625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-122,8000000,-23.484375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-122,9000000,-23.625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-122,10000000,-23.359375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,6
-123,1000000,-16.6875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
-123,2000000,-18.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
-123,3000000,-17.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
-123,4000000,-18.5625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
-123,5000000,-19.0,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
-123,6000000,-18.46875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
-123,7000000,-18.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
-123,8000000,-17.75,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
-123,9000000,-18.796875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
-123,10000000,-18.40625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,6
+119,1000000,-23.84375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+119,2000000,-22.40625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+119,3000000,-22.28125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+119,4000000,-22.03125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+119,5000000,-23.375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+119,6000000,-23.890625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+119,7000000,-23.5625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+119,8000000,-23.484375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+119,9000000,-23.90625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+119,10000000,-23.859375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,6
+120,1000000,-20.9375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+120,2000000,-23.96875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+120,3000000,-23.859375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+120,4000000,-22.9375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+120,5000000,-23.1875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+120,6000000,-23.125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+120,7000000,-21.109375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+120,8000000,-20.984375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+120,9000000,-23.625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+120,10000000,-21.84375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,6
+121,1000000,-22.234375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+121,2000000,-23.234375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+121,3000000,-23.71875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+121,4000000,-22.75,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+121,5000000,-23.21875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+121,6000000,-23.953125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+121,7000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+121,8000000,-23.265625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+121,9000000,-23.71875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+121,10000000,-23.875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,6
+122,1000000,-23.921875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+122,2000000,-23.875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+122,3000000,-23.890625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+122,4000000,-23.859375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+122,5000000,-23.515625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+122,6000000,-23.375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+122,7000000,-23.625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+122,8000000,-23.484375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+122,9000000,-23.625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+122,10000000,-23.359375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,6
+123,1000000,-16.6875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
+123,2000000,-18.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
+123,3000000,-17.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
+123,4000000,-18.5625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
+123,5000000,-19.0,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
+123,6000000,-18.46875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
+123,7000000,-18.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
+123,8000000,-17.75,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
+123,9000000,-18.796875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
+123,10000000,-18.40625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,6
 124,1000000,-22.03125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,6
 124,2000000,-17.234375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,6
 124,3000000,-17.0,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,6
@@ -8929,136 +8929,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-22.125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,6
 124,9000000,-23.25,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,6
 124,10000000,-22.9375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,6
-125,1000000,-23.109375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-125,2000000,-23.078125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-125,3000000,-22.8125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-125,4000000,-22.984375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-125,5000000,-22.96875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-125,6000000,-22.96875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-125,7000000,-22.9375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-125,8000000,-22.890625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-125,9000000,-22.875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-125,10000000,-22.90625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,6
-126,1000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-126,2000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-126,3000000,-23.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-126,4000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-126,5000000,-23.921875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-126,6000000,-23.828125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-126,7000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-126,8000000,-23.96875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-126,9000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-126,10000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,6
-127,1000000,-21.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-127,2000000,-23.59375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-127,3000000,-21.671875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-127,4000000,-23.890625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-127,5000000,-23.953125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-127,6000000,-23.4375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-127,7000000,-23.8125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-127,8000000,-23.859375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-127,9000000,-23.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-127,10000000,-22.65625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,6
-128,1000000,-23.140625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-128,2000000,-22.96875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-128,3000000,-23.234375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-128,4000000,-23.6875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-128,5000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-128,6000000,-23.296875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-128,7000000,-20.984375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-128,8000000,-22.546875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-128,9000000,-22.21875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-128,10000000,-22.765625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,6
-129,1000000,-23.4375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-129,2000000,-23.390625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-129,3000000,-23.3125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-129,4000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-129,5000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-129,6000000,-22.75,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-129,7000000,-23.09375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-129,8000000,-22.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-129,9000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-129,10000000,-23.359375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,6
-130,1000000,-21.921875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-130,2000000,-22.828125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-130,3000000,-23.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-130,4000000,-22.40625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-130,5000000,-23.203125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-130,6000000,-22.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-130,7000000,-21.0625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-130,8000000,-22.71875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-130,9000000,-23.21875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-130,10000000,-23.71875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,6
-131,1000000,-23.875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-131,2000000,-23.75,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-131,3000000,-23.953125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-131,4000000,-23.484375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-131,5000000,-23.453125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-131,6000000,-22.734375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-131,7000000,-23.65625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-131,8000000,-23.9375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-131,9000000,-21.46875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-131,10000000,-23.21875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,6
-132,1000000,-23.609375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-132,2000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-132,3000000,-23.546875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-132,4000000,-23.609375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-132,5000000,-23.578125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-132,6000000,-23.71875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-132,7000000,-23.453125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-132,8000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-132,9000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-132,10000000,-23.625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,6
-133,1000000,-21.8125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-133,2000000,-23.5,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-133,3000000,-23.515625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-133,4000000,-23.46875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-133,5000000,-23.53125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-133,6000000,-23.46875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-133,7000000,-23.40625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-133,8000000,-23.46875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-133,9000000,-23.5,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-133,10000000,-23.296875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,6
-134,1000000,-23.734375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-134,2000000,-23.796875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-134,3000000,-22.671875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-134,4000000,-23.21875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-134,5000000,-23.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-134,6000000,-23.453125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-134,7000000,-23.484375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-134,8000000,-23.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-134,9000000,-23.421875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-134,10000000,-23.5,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,6
-135,1000000,-23.4375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-135,2000000,-23.453125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-135,3000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-135,4000000,-23.546875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-135,5000000,-23.4375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-135,6000000,-23.515625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-135,7000000,-23.6875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-135,8000000,-23.40625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-135,9000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-135,10000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,6
-136,1000000,-23.453125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-136,2000000,-23.40625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-136,3000000,-23.5,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-136,4000000,-23.328125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-136,5000000,-23.6875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-136,6000000,-23.453125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-136,7000000,-23.484375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-136,8000000,-23.5625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-136,9000000,-23.5625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-136,10000000,-23.484375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,6
-137,1000000,-22.859375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
-137,2000000,-23.453125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
-137,3000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
-137,4000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
-137,5000000,-23.21875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
-137,6000000,-23.546875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
-137,7000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
-137,8000000,-23.859375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
-137,9000000,-23.515625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
-137,10000000,-22.84375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,6
+125,1000000,-23.109375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+125,2000000,-23.078125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+125,3000000,-22.8125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+125,4000000,-22.984375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+125,5000000,-22.96875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+125,6000000,-22.96875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+125,7000000,-22.9375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+125,8000000,-22.890625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+125,9000000,-22.875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+125,10000000,-22.90625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,6
+126,1000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+126,2000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+126,3000000,-23.90625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+126,4000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+126,5000000,-23.921875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+126,6000000,-23.828125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+126,7000000,-23.890625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+126,8000000,-23.96875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+126,9000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+126,10000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,6
+127,1000000,-21.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+127,2000000,-23.59375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+127,3000000,-21.671875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+127,4000000,-23.890625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+127,5000000,-23.953125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+127,6000000,-23.4375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+127,7000000,-23.8125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+127,8000000,-23.859375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+127,9000000,-23.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+127,10000000,-22.65625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,6
+128,1000000,-23.140625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+128,2000000,-22.96875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+128,3000000,-23.234375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+128,4000000,-23.6875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+128,5000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+128,6000000,-23.296875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+128,7000000,-20.984375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+128,8000000,-22.546875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+128,9000000,-22.21875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+128,10000000,-22.765625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,6
+129,1000000,-23.4375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+129,2000000,-23.390625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+129,3000000,-23.3125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+129,4000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+129,5000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+129,6000000,-22.75,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+129,7000000,-23.09375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+129,8000000,-22.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+129,9000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+129,10000000,-23.359375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,6
+130,1000000,-21.921875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+130,2000000,-22.828125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+130,3000000,-23.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+130,4000000,-22.40625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+130,5000000,-23.203125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+130,6000000,-22.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+130,7000000,-21.0625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+130,8000000,-22.71875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+130,9000000,-23.21875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+130,10000000,-23.71875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,6
+131,1000000,-23.875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+131,2000000,-23.75,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+131,3000000,-23.953125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+131,4000000,-23.484375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+131,5000000,-23.453125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+131,6000000,-22.734375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+131,7000000,-23.65625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+131,8000000,-23.9375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+131,9000000,-21.46875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+131,10000000,-23.21875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,6
+132,1000000,-23.609375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+132,2000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+132,3000000,-23.546875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+132,4000000,-23.609375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+132,5000000,-23.578125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+132,6000000,-23.71875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+132,7000000,-23.453125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+132,8000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+132,9000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+132,10000000,-23.625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,6
+133,1000000,-21.8125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+133,2000000,-23.5,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+133,3000000,-23.515625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+133,4000000,-23.46875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+133,5000000,-23.53125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+133,6000000,-23.46875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+133,7000000,-23.40625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+133,8000000,-23.46875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+133,9000000,-23.5,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+133,10000000,-23.296875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,6
+134,1000000,-23.734375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+134,2000000,-23.796875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+134,3000000,-22.671875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+134,4000000,-23.21875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+134,5000000,-23.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+134,6000000,-23.453125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+134,7000000,-23.484375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+134,8000000,-23.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+134,9000000,-23.421875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+134,10000000,-23.5,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,6
+135,1000000,-23.4375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+135,2000000,-23.453125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+135,3000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+135,4000000,-23.546875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+135,5000000,-23.4375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+135,6000000,-23.515625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+135,7000000,-23.6875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+135,8000000,-23.40625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+135,9000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+135,10000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,6
+136,1000000,-23.453125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+136,2000000,-23.40625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+136,3000000,-23.5,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+136,4000000,-23.328125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+136,5000000,-23.6875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+136,6000000,-23.453125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+136,7000000,-23.484375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+136,8000000,-23.5625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+136,9000000,-23.5625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+136,10000000,-23.484375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,6
+137,1000000,-22.859375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
+137,2000000,-23.453125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
+137,3000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
+137,4000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
+137,5000000,-23.21875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
+137,6000000,-23.546875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
+137,7000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
+137,8000000,-23.859375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
+137,9000000,-23.515625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
+137,10000000,-22.84375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,6
 138,1000000,-23.828125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,6
 138,2000000,-23.609375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,6
 138,3000000,-18.34375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,6
@@ -9069,56 +9069,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-20.828125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,6
 138,9000000,-19.234375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,6
 138,10000000,-22.90625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,6
-139,1000000,-22.75,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-139,2000000,-21.15625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-139,3000000,-23.859375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-139,4000000,-23.578125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-139,5000000,-23.234375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-139,6000000,-23.234375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-139,7000000,-22.9375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-139,8000000,-22.828125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-139,9000000,-23.671875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-139,10000000,-22.5,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,6
-140,1000000,-18.890625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-140,2000000,-18.234375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-140,3000000,-18.65625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-140,4000000,-17.65625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-140,5000000,-15.296875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-140,6000000,-16.515625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-140,7000000,-16.796875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-140,8000000,-16.75,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-140,9000000,-14.46875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-140,10000000,-17.90625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,6
-141,1000000,-17.609375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-141,2000000,-17.53125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-141,3000000,-17.671875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-141,4000000,-18.65625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-141,5000000,-17.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-141,6000000,-17.390625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-141,7000000,-17.734375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-141,8000000,-18.171875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-141,9000000,-21.890625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-141,10000000,-18.25,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,6
-142,1000000,-17.921875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-142,2000000,-18.4375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-142,3000000,-18.375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-142,4000000,-18.15625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-142,5000000,-17.6875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-142,6000000,-16.484375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-142,7000000,-12.890625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-142,8000000,-13.609375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-142,9000000,-15.859375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-142,10000000,-12.625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,6
-143,1000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
-143,2000000,-23.8125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
-143,3000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
-143,4000000,-23.5625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
-143,5000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
-143,6000000,-23.546875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
-143,7000000,-23.1875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
-143,8000000,-23.546875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
-143,9000000,-23.890625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
-143,10000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,6
+139,1000000,-22.75,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+139,2000000,-21.15625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+139,3000000,-23.859375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+139,4000000,-23.578125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+139,5000000,-23.234375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+139,6000000,-23.234375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+139,7000000,-22.9375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+139,8000000,-22.828125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+139,9000000,-23.671875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+139,10000000,-22.5,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,6
+140,1000000,-18.890625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+140,2000000,-18.234375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+140,3000000,-18.65625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+140,4000000,-17.65625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+140,5000000,-15.296875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+140,6000000,-16.515625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+140,7000000,-16.796875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+140,8000000,-16.75,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+140,9000000,-14.46875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+140,10000000,-17.90625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,6
+141,1000000,-17.609375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+141,2000000,-17.53125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+141,3000000,-17.671875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+141,4000000,-18.65625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+141,5000000,-17.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+141,6000000,-17.390625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+141,7000000,-17.734375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+141,8000000,-18.171875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+141,9000000,-21.890625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+141,10000000,-18.25,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,6
+142,1000000,-17.921875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+142,2000000,-18.4375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+142,3000000,-18.375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+142,4000000,-18.15625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+142,5000000,-17.6875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+142,6000000,-16.484375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+142,7000000,-12.890625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+142,8000000,-13.609375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+142,9000000,-15.859375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+142,10000000,-12.625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,6
+143,1000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,2000000,-23.8125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,3000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,4000000,-23.5625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,5000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,6000000,-23.546875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,7000000,-23.1875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,8000000,-23.546875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,9000000,-23.890625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,10000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
 144,1000000,-21.5625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
 144,2000000,-20.765625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
 144,3000000,-19.03125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
@@ -9129,36 +9129,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-23.09375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
 144,9000000,-22.265625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
 144,10000000,-23.265625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
-145,1000000,-23.21875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,2000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,3000000,-23.609375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,4000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,5000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,6000000,-23.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,7000000,-23.71875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,8000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,9000000,-23.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,10000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-146,1000000,-23.921875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,2000000,-23.859375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,3000000,-23.90625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,4000000,-23.625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,5000000,-23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,6000000,-23.265625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,7000000,-23.328125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,8000000,-23.40625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,9000000,-23.359375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,10000000,-23.375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-147,1000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
-147,2000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
-147,3000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
-147,4000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
-147,5000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
-147,6000000,-23.859375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
-147,7000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
-147,8000000,-23.828125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
-147,9000000,-23.859375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
-147,10000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
+145,1000000,-23.21875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+145,2000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+145,3000000,-23.609375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+145,4000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+145,5000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+145,6000000,-23.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+145,7000000,-23.71875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+145,8000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+145,9000000,-23.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+145,10000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
+146,1000000,-23.921875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+146,2000000,-23.859375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+146,3000000,-23.90625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+146,4000000,-23.625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+146,5000000,-23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+146,6000000,-23.265625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+146,7000000,-23.328125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+146,8000000,-23.40625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+146,9000000,-23.359375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+146,10000000,-23.375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,6
+147,1000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,2000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,3000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,4000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,5000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,6000000,-23.859375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,7000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,8000000,-23.828125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,9000000,-23.859375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,10000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
 148,1000000,-23.53125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
 148,2000000,-23.96875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
 148,3000000,-23.5625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
@@ -9169,16 +9169,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-23.875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
 148,9000000,-23.21875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
 148,10000000,-23.890625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
-149,1000000,-18.875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,2000000,-18.46875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,3000000,-18.625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,4000000,-18.796875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,5000000,-17.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,6000000,-18.578125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,7000000,-18.4375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,8000000,-17.984375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,9000000,-17.859375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,10000000,-17.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
+149,1000000,-18.875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,2000000,-18.46875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,3000000,-18.625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,4000000,-18.796875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,5000000,-17.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,6000000,-18.578125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,7000000,-18.4375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,8000000,-17.984375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,9000000,-17.859375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,10000000,-17.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
 150,1000000,-18.71875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
 150,2000000,-19.5625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
 150,3000000,-20.0,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
@@ -9189,26 +9189,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-18.8125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
 150,9000000,-18.65625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
 150,10000000,-18.140625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
-151,1000000,-22.875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,2000000,-23.15625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,3000000,-23.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,4000000,-21.5,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,5000000,-22.390625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,6000000,-22.75,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,7000000,-21.796875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,8000000,-23.984375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,9000000,-23.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,10000000,-23.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-152,1000000,-19.0625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,2000000,-18.75,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,3000000,-18.5,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,4000000,-18.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,5000000,-18.828125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,6000000,-18.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,7000000,-17.578125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,8000000,-17.40625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,9000000,-18.125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,10000000,-17.359375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
+151,1000000,-22.875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+151,2000000,-23.15625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+151,3000000,-23.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+151,4000000,-21.5,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+151,5000000,-22.390625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+151,6000000,-22.75,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+151,7000000,-21.796875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+151,8000000,-23.984375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+151,9000000,-23.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+151,10000000,-23.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
+152,1000000,-19.0625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
+152,2000000,-18.75,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
+152,3000000,-18.5,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
+152,4000000,-18.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
+152,5000000,-18.828125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
+152,6000000,-18.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
+152,7000000,-17.578125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
+152,8000000,-17.40625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
+152,9000000,-18.125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
+152,10000000,-17.359375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,6
 153,1000000,-22.796875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,6
 153,2000000,-23.90625,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,6
 153,3000000,-23.21875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,6
@@ -9229,16 +9229,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-17.265625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,6
 154,9000000,-18.53125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,6
 154,10000000,-17.703125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,6
-155,1000000,-21.25,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
-155,2000000,-21.796875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
-155,3000000,-20.703125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
-155,4000000,-20.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
-155,5000000,-18.28125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
-155,6000000,-18.25,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
-155,7000000,-19.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
-155,8000000,-17.84375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
-155,9000000,-17.09375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
-155,10000000,-18.4375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,6
+155,1000000,-21.25,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
+155,2000000,-21.796875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
+155,3000000,-20.703125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
+155,4000000,-20.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
+155,5000000,-18.28125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
+155,6000000,-18.25,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
+155,7000000,-19.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
+155,8000000,-17.84375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
+155,9000000,-17.09375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
+155,10000000,-18.4375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,6
 156,1000000,-20.296875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
 156,2000000,-19.5,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
 156,3000000,-17.890625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
@@ -9249,106 +9249,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-18.859375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
 156,9000000,-19.3125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
 156,10000000,-17.609375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
-157,1000000,-23.34375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-157,2000000,-21.625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-157,3000000,-23.171875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-157,4000000,-21.109375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-157,5000000,-20.0,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-157,6000000,-18.796875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-157,7000000,-21.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-157,8000000,-22.9375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-157,9000000,-21.078125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-157,10000000,-22.546875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,6
-158,1000000,-21.5625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-158,2000000,-23.859375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-158,3000000,-23.453125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-158,4000000,-23.125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-158,5000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-158,6000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-158,7000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-158,8000000,-23.875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-158,9000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-158,10000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,6
-159,1000000,-18.515625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-159,2000000,-15.84375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-159,3000000,-18.75,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-159,4000000,-18.796875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-159,5000000,-18.34375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-159,6000000,-18.109375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-159,7000000,-18.421875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-159,8000000,-18.328125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-159,9000000,-17.390625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-159,10000000,-15.0,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,6
-160,1000000,-23.46875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-160,2000000,-23.4375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-160,3000000,-23.578125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-160,4000000,-23.4375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-160,5000000,-23.6875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-160,6000000,-23.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-160,7000000,-23.6875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-160,8000000,-23.53125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-160,9000000,-23.5,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-160,10000000,-23.671875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,6
-161,1000000,-19.59375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-161,2000000,-19.609375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-161,3000000,-20.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-161,4000000,-19.78125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-161,5000000,-19.15625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-161,6000000,-19.671875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-161,7000000,-18.828125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-161,8000000,-18.5625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-161,9000000,-17.5,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-161,10000000,-19.109375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,6
-162,1000000,-23.0625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-162,2000000,-23.5,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-162,3000000,-23.3125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-162,4000000,-23.34375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-162,5000000,-23.546875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-162,6000000,-22.46875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-162,7000000,-23.75,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-162,8000000,-22.71875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-162,9000000,-23.40625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-162,10000000,-23.8125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,6
-163,1000000,-19.484375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-163,2000000,-18.65625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-163,3000000,-17.984375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-163,4000000,-17.75,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-163,5000000,-18.578125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-163,6000000,-18.9375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-163,7000000,-16.703125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-163,8000000,-17.28125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-163,9000000,-17.921875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-163,10000000,-16.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,6
-164,1000000,-23.484375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-164,2000000,-21.9375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-164,3000000,-22.359375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-164,4000000,-20.546875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-164,5000000,-23.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-164,6000000,-23.5,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-164,7000000,-23.375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-164,8000000,-23.0625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-164,9000000,-23.46875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-164,10000000,-23.453125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,6
-165,1000000,-23.828125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-165,2000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-165,3000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-165,4000000,-23.390625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-165,5000000,-23.859375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-165,6000000,-23.578125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-165,7000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-165,8000000,-23.171875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-165,9000000,-23.859375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-165,10000000,-23.609375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,6
-166,1000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
-166,2000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
-166,3000000,-23.875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
-166,4000000,-23.84375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
-166,5000000,-23.84375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
-166,6000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
-166,7000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
-166,8000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
-166,9000000,-23.796875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
-166,10000000,-23.921875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,6
+157,1000000,-23.34375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+157,2000000,-21.625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+157,3000000,-23.171875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+157,4000000,-21.109375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+157,5000000,-20.0,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+157,6000000,-18.796875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+157,7000000,-21.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+157,8000000,-22.9375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+157,9000000,-21.078125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+157,10000000,-22.546875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,6
+158,1000000,-21.5625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+158,2000000,-23.859375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+158,3000000,-23.453125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+158,4000000,-23.125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+158,5000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+158,6000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+158,7000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+158,8000000,-23.875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+158,9000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+158,10000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,6
+159,1000000,-18.515625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+159,2000000,-15.84375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+159,3000000,-18.75,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+159,4000000,-18.796875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+159,5000000,-18.34375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+159,6000000,-18.109375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+159,7000000,-18.421875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+159,8000000,-18.328125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+159,9000000,-17.390625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+159,10000000,-15.0,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,6
+160,1000000,-23.46875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+160,2000000,-23.4375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+160,3000000,-23.578125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+160,4000000,-23.4375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+160,5000000,-23.6875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+160,6000000,-23.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+160,7000000,-23.6875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+160,8000000,-23.53125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+160,9000000,-23.5,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+160,10000000,-23.671875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,6
+161,1000000,-19.59375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+161,2000000,-19.609375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+161,3000000,-20.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+161,4000000,-19.78125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+161,5000000,-19.15625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+161,6000000,-19.671875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+161,7000000,-18.828125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+161,8000000,-18.5625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+161,9000000,-17.5,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+161,10000000,-19.109375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,6
+162,1000000,-23.0625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+162,2000000,-23.5,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+162,3000000,-23.3125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+162,4000000,-23.34375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+162,5000000,-23.546875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+162,6000000,-22.46875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+162,7000000,-23.75,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+162,8000000,-22.71875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+162,9000000,-23.40625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+162,10000000,-23.8125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,6
+163,1000000,-19.484375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+163,2000000,-18.65625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+163,3000000,-17.984375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+163,4000000,-17.75,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+163,5000000,-18.578125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+163,6000000,-18.9375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+163,7000000,-16.703125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+163,8000000,-17.28125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+163,9000000,-17.921875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+163,10000000,-16.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,6
+164,1000000,-23.484375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+164,2000000,-21.9375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+164,3000000,-22.359375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+164,4000000,-20.546875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+164,5000000,-23.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+164,6000000,-23.5,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+164,7000000,-23.375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+164,8000000,-23.0625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+164,9000000,-23.46875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+164,10000000,-23.453125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,6
+165,1000000,-23.828125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+165,2000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+165,3000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+165,4000000,-23.390625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+165,5000000,-23.859375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+165,6000000,-23.578125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+165,7000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+165,8000000,-23.171875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+165,9000000,-23.859375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+165,10000000,-23.609375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,6
+166,1000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
+166,2000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
+166,3000000,-23.875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
+166,4000000,-23.84375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
+166,5000000,-23.84375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
+166,6000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
+166,7000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
+166,8000000,-23.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
+166,9000000,-23.796875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
+166,10000000,-23.921875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,6
 167,1000000,-18.546875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
 167,2000000,-19.234375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
 167,3000000,-17.734375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
@@ -9359,26 +9359,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-18.515625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
 167,9000000,-16.28125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
 167,10000000,-15.5625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
-168,1000000,-19.65625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-168,2000000,-20.375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-168,3000000,-20.109375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-168,4000000,-20.171875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-168,5000000,-18.21875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-168,6000000,-18.796875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-168,7000000,-19.0625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-168,8000000,-18.15625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-168,9000000,-19.515625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-168,10000000,-18.828125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,6
-169,1000000,-18.609375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
-169,2000000,-18.265625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
-169,3000000,-18.078125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
-169,4000000,-16.734375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
-169,5000000,-16.796875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
-169,6000000,-16.28125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
-169,7000000,-16.703125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
-169,8000000,-15.859375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
-169,9000000,-19.109375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
-169,10000000,-17.375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,6
+168,1000000,-19.65625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+168,2000000,-20.375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+168,3000000,-20.109375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+168,4000000,-20.171875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+168,5000000,-18.21875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+168,6000000,-18.796875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+168,7000000,-19.0625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+168,8000000,-18.15625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+168,9000000,-19.515625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+168,10000000,-18.828125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,6
+169,1000000,-18.609375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,2000000,-18.265625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,3000000,-18.078125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,4000000,-16.734375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,5000000,-16.796875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,6000000,-16.28125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,7000000,-16.703125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,8000000,-15.859375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,9000000,-19.109375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,10000000,-17.375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
 170,1000000,-21.046875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,6
 170,2000000,-21.5625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,6
 170,3000000,-18.546875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,6
@@ -9399,26 +9399,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-16.296875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,6
 171,9000000,-16.1875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,6
 171,10000000,-16.390625,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,6
-172,1000000,-23.546875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,2000000,-23.53125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,3000000,-23.578125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,4000000,-23.5,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,5000000,-23.53125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,6000000,-23.609375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,7000000,-23.6875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,8000000,-23.65625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,9000000,-23.625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,10000000,-23.609375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-173,1000000,-22.703125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
-173,2000000,-23.75,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
-173,3000000,-23.890625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
-173,4000000,-22.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
-173,5000000,-23.5625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
-173,6000000,-23.515625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
-173,7000000,-23.046875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
-173,8000000,-23.5,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
-173,9000000,-23.078125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
-173,10000000,-23.625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
+172,1000000,-23.546875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+172,2000000,-23.53125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+172,3000000,-23.578125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+172,4000000,-23.5,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+172,5000000,-23.53125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+172,6000000,-23.609375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+172,7000000,-23.6875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+172,8000000,-23.65625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+172,9000000,-23.625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+172,10000000,-23.609375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,6
+173,1000000,-22.703125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
+173,2000000,-23.75,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
+173,3000000,-23.890625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
+173,4000000,-22.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
+173,5000000,-23.5625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
+173,6000000,-23.515625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
+173,7000000,-23.046875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
+173,8000000,-23.5,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
+173,9000000,-23.078125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
+173,10000000,-23.625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
 174,1000000,-18.796875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
 174,2000000,-22.171875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
 174,3000000,-20.015625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
@@ -9429,16 +9429,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-21.078125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
 174,9000000,-21.234375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
 174,10000000,-21.09375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
-175,1000000,-23.71875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,2000000,-23.921875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,3000000,-23.984375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,4000000,-23.921875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,5000000,-23.953125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,6000000,-22.890625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,7000000,-23.203125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,8000000,-23.796875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,9000000,-23.953125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,10000000,-23.984375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
+175,1000000,-23.71875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
+175,2000000,-23.921875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
+175,3000000,-23.984375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
+175,4000000,-23.921875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
+175,5000000,-23.953125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
+175,6000000,-22.890625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
+175,7000000,-23.203125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
+175,8000000,-23.796875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
+175,9000000,-23.953125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
+175,10000000,-23.984375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,6
 176,1000000,-23.09375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
 176,2000000,-20.421875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
 176,3000000,-21.140625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
@@ -9449,16 +9449,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-21.671875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
 176,9000000,-23.671875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
 176,10000000,-22.140625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
-177,1000000,-23.5,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,2000000,-23.90625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,3000000,-23.515625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,4000000,-23.6875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,5000000,-23.1875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,6000000,-23.59375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,7000000,-23.109375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,8000000,-23.34375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,9000000,-23.515625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,10000000,-23.375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
+177,1000000,-23.5,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,2000000,-23.90625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,3000000,-23.515625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,4000000,-23.6875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,5000000,-23.1875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,6000000,-23.59375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,7000000,-23.109375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,8000000,-23.34375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,9000000,-23.515625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,10000000,-23.375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
 178,1000000,-23.546875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
 178,2000000,-23.46875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
 178,3000000,-23.453125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
@@ -9469,166 +9469,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.640625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
 178,9000000,-23.625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
 178,10000000,-23.9375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
-179,1000000,-22.328125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,2000000,-23.28125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,3000000,-21.015625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,4000000,-23.34375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,5000000,-20.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,6000000,-20.59375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,7000000,-22.984375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,8000000,-23.59375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,9000000,-23.96875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,10000000,-23.484375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-180,1000000,-23.609375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-180,2000000,-23.5,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-180,3000000,-23.5,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-180,4000000,-23.234375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-180,5000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-180,6000000,-23.890625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-180,7000000,-23.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-180,8000000,-23.53125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-180,9000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-180,10000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,6
-181,1000000,-23.859375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-181,2000000,-22.828125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-181,3000000,-22.734375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-181,4000000,-22.53125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-181,5000000,-22.71875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-181,6000000,-22.953125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-181,7000000,-22.921875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-181,8000000,-22.828125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-181,9000000,-22.640625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-181,10000000,-22.15625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,6
-182,1000000,-23.1875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-182,2000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-182,3000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-182,4000000,-23.984375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-182,5000000,-23.359375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-182,6000000,-23.359375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-182,7000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-182,8000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-182,9000000,-23.109375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-182,10000000,-23.125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,6
-183,1000000,-20.484375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-183,2000000,-18.703125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-183,3000000,-19.828125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-183,4000000,-19.34375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-183,5000000,-17.3125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-183,6000000,-16.25,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-183,7000000,-18.421875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-183,8000000,-16.640625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-183,9000000,-17.78125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-183,10000000,-19.015625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,6
-184,1000000,-23.75,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-184,2000000,-23.28125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-184,3000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-184,4000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-184,5000000,-23.96875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-184,6000000,-23.375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-184,7000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-184,8000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-184,9000000,-23.03125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-184,10000000,-23.484375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,6
-185,1000000,-23.265625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-185,2000000,-23.390625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-185,3000000,-23.34375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-185,4000000,-23.5625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-185,5000000,-23.453125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-185,6000000,-23.65625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-185,7000000,-23.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-185,8000000,-23.3125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-185,9000000,-23.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-185,10000000,-23.40625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,6
-186,1000000,-18.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-186,2000000,-19.71875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-186,3000000,-18.75,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-186,4000000,-16.078125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-186,5000000,-17.5625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-186,6000000,-16.671875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-186,7000000,-16.609375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-186,8000000,-15.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-186,9000000,-17.015625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-186,10000000,-16.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,6
-187,1000000,-23.9375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-187,2000000,-23.65625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-187,3000000,-22.046875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-187,4000000,-22.53125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-187,5000000,-21.75,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-187,6000000,-22.109375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-187,7000000,-22.25,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-187,8000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-187,9000000,-23.5625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-187,10000000,-23.890625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,6
-188,1000000,-23.28125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-188,2000000,-23.765625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-188,3000000,-23.921875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-188,4000000,-23.03125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-188,5000000,-23.46875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-188,6000000,-23.15625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-188,7000000,-23.984375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-188,8000000,-23.59375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-188,9000000,-23.484375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-188,10000000,-23.546875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,6
-189,1000000,-23.65625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-189,2000000,-23.46875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-189,3000000,-23.625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-189,4000000,-23.625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-189,5000000,-23.4375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-189,6000000,-22.71875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-189,7000000,-23.703125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-189,8000000,-22.984375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-189,9000000,-23.015625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-189,10000000,-23.546875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,6
-190,1000000,-21.625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-190,2000000,-21.6875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-190,3000000,-23.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-190,4000000,-21.5,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-190,5000000,-20.515625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-190,6000000,-21.796875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-190,7000000,-19.15625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-190,8000000,-17.859375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-190,9000000,-19.390625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-190,10000000,-19.1875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,6
-191,1000000,-22.359375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-191,2000000,-23.046875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-191,3000000,-23.265625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-191,4000000,-23.421875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-191,5000000,-23.890625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-191,6000000,-23.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-191,7000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-191,8000000,-23.1875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-191,9000000,-23.953125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-191,10000000,-23.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,6
-192,1000000,-23.5,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-192,2000000,-23.53125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-192,3000000,-23.421875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-192,4000000,-23.640625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-192,5000000,-23.4375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-192,6000000,-23.65625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-192,7000000,-23.59375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-192,8000000,-23.59375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-192,9000000,-23.609375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-192,10000000,-23.46875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,6
-193,1000000,-23.84375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-193,2000000,-24.0,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-193,3000000,-23.890625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-193,4000000,-23.453125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-193,5000000,-23.75,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-193,6000000,-23.65625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-193,7000000,-23.796875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-193,8000000,-23.0625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-193,9000000,-22.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-193,10000000,-23.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,6
-194,1000000,-22.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
-194,2000000,-21.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
-194,3000000,-23.234375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
-194,4000000,-20.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
-194,5000000,-21.65625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
-194,6000000,-23.125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
-194,7000000,-21.359375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
-194,8000000,-23.703125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
-194,9000000,-21.578125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
-194,10000000,-20.609375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,6
+179,1000000,-22.328125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+179,2000000,-23.28125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+179,3000000,-21.015625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+179,4000000,-23.34375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+179,5000000,-20.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+179,6000000,-20.59375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+179,7000000,-22.984375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+179,8000000,-23.59375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+179,9000000,-23.96875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+179,10000000,-23.484375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,6
+180,1000000,-23.609375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+180,2000000,-23.5,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+180,3000000,-23.5,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+180,4000000,-23.234375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+180,5000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+180,6000000,-23.890625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+180,7000000,-23.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+180,8000000,-23.53125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+180,9000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+180,10000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,6
+181,1000000,-23.859375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+181,2000000,-22.828125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+181,3000000,-22.734375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+181,4000000,-22.53125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+181,5000000,-22.71875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+181,6000000,-22.953125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+181,7000000,-22.921875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+181,8000000,-22.828125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+181,9000000,-22.640625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+181,10000000,-22.15625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,6
+182,1000000,-23.1875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+182,2000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+182,3000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+182,4000000,-23.984375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+182,5000000,-23.359375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+182,6000000,-23.359375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+182,7000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+182,8000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+182,9000000,-23.109375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+182,10000000,-23.125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,6
+183,1000000,-20.484375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+183,2000000,-18.703125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+183,3000000,-19.828125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+183,4000000,-19.34375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+183,5000000,-17.3125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+183,6000000,-16.25,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+183,7000000,-18.421875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+183,8000000,-16.640625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+183,9000000,-17.78125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+183,10000000,-19.015625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,6
+184,1000000,-23.75,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+184,2000000,-23.28125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+184,3000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+184,4000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+184,5000000,-23.96875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+184,6000000,-23.375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+184,7000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+184,8000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+184,9000000,-23.03125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+184,10000000,-23.484375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,6
+185,1000000,-23.265625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+185,2000000,-23.390625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+185,3000000,-23.34375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+185,4000000,-23.5625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+185,5000000,-23.453125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+185,6000000,-23.65625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+185,7000000,-23.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+185,8000000,-23.3125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+185,9000000,-23.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+185,10000000,-23.40625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,6
+186,1000000,-18.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+186,2000000,-19.71875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+186,3000000,-18.75,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+186,4000000,-16.078125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+186,5000000,-17.5625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+186,6000000,-16.671875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+186,7000000,-16.609375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+186,8000000,-15.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+186,9000000,-17.015625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+186,10000000,-16.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,6
+187,1000000,-23.9375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+187,2000000,-23.65625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+187,3000000,-22.046875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+187,4000000,-22.53125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+187,5000000,-21.75,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+187,6000000,-22.109375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+187,7000000,-22.25,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+187,8000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+187,9000000,-23.5625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+187,10000000,-23.890625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,6
+188,1000000,-23.28125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+188,2000000,-23.765625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+188,3000000,-23.921875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+188,4000000,-23.03125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+188,5000000,-23.46875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+188,6000000,-23.15625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+188,7000000,-23.984375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+188,8000000,-23.59375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+188,9000000,-23.484375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+188,10000000,-23.546875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,6
+189,1000000,-23.65625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+189,2000000,-23.46875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+189,3000000,-23.625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+189,4000000,-23.625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+189,5000000,-23.4375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+189,6000000,-22.71875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+189,7000000,-23.703125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+189,8000000,-22.984375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+189,9000000,-23.015625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+189,10000000,-23.546875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,6
+190,1000000,-21.625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+190,2000000,-21.6875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+190,3000000,-23.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+190,4000000,-21.5,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+190,5000000,-20.515625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+190,6000000,-21.796875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+190,7000000,-19.15625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+190,8000000,-17.859375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+190,9000000,-19.390625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+190,10000000,-19.1875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,6
+191,1000000,-22.359375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+191,2000000,-23.046875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+191,3000000,-23.265625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+191,4000000,-23.421875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+191,5000000,-23.890625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+191,6000000,-23.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+191,7000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+191,8000000,-23.1875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+191,9000000,-23.953125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+191,10000000,-23.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,6
+192,1000000,-23.5,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+192,2000000,-23.53125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+192,3000000,-23.421875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+192,4000000,-23.640625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+192,5000000,-23.4375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+192,6000000,-23.65625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+192,7000000,-23.59375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+192,8000000,-23.59375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+192,9000000,-23.609375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+192,10000000,-23.46875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,6
+193,1000000,-23.84375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+193,2000000,-24.0,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+193,3000000,-23.890625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+193,4000000,-23.453125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+193,5000000,-23.75,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+193,6000000,-23.65625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+193,7000000,-23.796875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+193,8000000,-23.0625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+193,9000000,-22.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+193,10000000,-23.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,6
+194,1000000,-22.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
+194,2000000,-21.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
+194,3000000,-23.234375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
+194,4000000,-20.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
+194,5000000,-21.65625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
+194,6000000,-23.125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
+194,7000000,-21.359375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
+194,8000000,-23.703125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
+194,9000000,-21.578125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
+194,10000000,-20.609375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,6
 195,1000000,-23.40625,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,6
 195,2000000,-23.53125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,6
 195,3000000,-23.953125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,6
@@ -9649,26 +9649,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.765625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,6
 196,9000000,-23.8125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,6
 196,10000000,-23.375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,6
-197,1000000,-19.171875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-197,2000000,-19.9375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-197,3000000,-16.625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-197,4000000,-17.578125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-197,5000000,-15.25,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-197,6000000,-14.328125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-197,7000000,-14.71875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-197,8000000,-16.953125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-197,9000000,-14.015625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-197,10000000,-10.546875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,6
-198,1000000,-18.71875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
-198,2000000,-19.109375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
-198,3000000,-18.625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
-198,4000000,-17.109375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
-198,5000000,-17.75,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
-198,6000000,-16.75,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
-198,7000000,-18.203125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
-198,8000000,-16.3125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
-198,9000000,-17.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
-198,10000000,-17.203125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,6
+197,1000000,-19.171875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+197,2000000,-19.9375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+197,3000000,-16.625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+197,4000000,-17.578125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+197,5000000,-15.25,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+197,6000000,-14.328125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+197,7000000,-14.71875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+197,8000000,-16.953125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+197,9000000,-14.015625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+197,10000000,-10.546875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,6
+198,1000000,-18.71875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
+198,2000000,-19.109375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
+198,3000000,-18.625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
+198,4000000,-17.109375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
+198,5000000,-17.75,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
+198,6000000,-16.75,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
+198,7000000,-18.203125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
+198,8000000,-16.3125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
+198,9000000,-17.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
+198,10000000,-17.203125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,6
 199,1000000,-23.984375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
 199,2000000,-23.1875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
 199,3000000,-23.515625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
@@ -9679,16 +9679,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.515625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
 199,9000000,-23.5625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
 199,10000000,-23.90625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
-200,1000000,-23.828125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
-200,2000000,-23.765625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
-200,3000000,-22.625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
-200,4000000,-23.0,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
-200,5000000,-23.359375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
-200,6000000,-23.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
-200,7000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
-200,8000000,-23.921875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
-200,9000000,-23.984375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
-200,10000000,-23.84375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,6
+200,1000000,-23.828125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
+200,2000000,-23.765625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
+200,3000000,-22.625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
+200,4000000,-23.0,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
+200,5000000,-23.359375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
+200,6000000,-23.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
+200,7000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
+200,8000000,-23.921875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
+200,9000000,-23.984375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
+200,10000000,-23.84375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,6
 201,1000000,-17.5625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
 201,2000000,-15.515625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
 201,3000000,-17.890625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
@@ -9699,26 +9699,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-14.0625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
 201,9000000,-13.421875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
 201,10000000,-12.53125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
-202,1000000,-19.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-202,2000000,-20.484375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-202,3000000,-19.046875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-202,4000000,-18.765625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-202,5000000,-18.90625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-202,6000000,-19.453125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-202,7000000,-19.359375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-202,8000000,-19.0,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-202,9000000,-18.328125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-202,10000000,-18.234375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,6
-203,1000000,-20.140625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
-203,2000000,-20.53125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
-203,3000000,-19.015625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
-203,4000000,-17.140625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
-203,5000000,-18.9375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
-203,6000000,-18.125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
-203,7000000,-18.875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
-203,8000000,-18.296875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
-203,9000000,-19.9375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
-203,10000000,-19.25,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,6
+202,1000000,-19.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+202,2000000,-20.484375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+202,3000000,-19.046875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+202,4000000,-18.765625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+202,5000000,-18.90625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+202,6000000,-19.453125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+202,7000000,-19.359375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+202,8000000,-19.0,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+202,9000000,-18.328125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+202,10000000,-18.234375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,6
+203,1000000,-20.140625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,2000000,-20.53125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,3000000,-19.015625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,4000000,-17.140625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,5000000,-18.9375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,6000000,-18.125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,7000000,-18.875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,8000000,-18.296875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,9000000,-19.9375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,10000000,-19.25,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
 204,1000000,-23.40625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
 204,2000000,-23.984375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
 204,3000000,-23.90625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
@@ -9729,56 +9729,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.984375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
 204,9000000,-23.953125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
 204,10000000,-23.9375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
-205,1000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,2000000,-23.484375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,3000000,-23.8125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,4000000,-23.640625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,5000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,6000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,7000000,-23.0,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,8000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,9000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,10000000,-23.28125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-206,1000000,-20.515625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-206,2000000,-19.8125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-206,3000000,-19.484375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-206,4000000,-17.359375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-206,5000000,-17.671875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-206,6000000,-15.609375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-206,7000000,-17.1875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-206,8000000,-18.21875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-206,9000000,-17.625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-206,10000000,-14.875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,6
-207,1000000,-20.984375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-207,2000000,-17.703125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-207,3000000,-17.828125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-207,4000000,-16.984375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-207,5000000,-17.5625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-207,6000000,-18.859375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-207,7000000,-16.125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-207,8000000,-16.8125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-207,9000000,-16.5,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-207,10000000,-11.28125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
-208,1000000,-23.578125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-208,2000000,-23.5,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-208,3000000,-23.625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-208,4000000,-23.59375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-208,5000000,-23.59375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-208,6000000,-23.40625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-208,7000000,-23.3125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-208,8000000,-23.5625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-208,9000000,-23.3125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-208,10000000,-23.046875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,6
-209,1000000,-20.765625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
-209,2000000,-20.015625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
-209,3000000,-21.03125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
-209,4000000,-20.28125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
-209,5000000,-23.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
-209,6000000,-21.3125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
-209,7000000,-19.109375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
-209,8000000,-19.453125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
-209,9000000,-22.375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
-209,10000000,-22.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,6
+205,1000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+205,2000000,-23.484375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+205,3000000,-23.8125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+205,4000000,-23.640625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+205,5000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+205,6000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+205,7000000,-23.0,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+205,8000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+205,9000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+205,10000000,-23.28125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,6
+206,1000000,-20.515625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+206,2000000,-19.8125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+206,3000000,-19.484375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+206,4000000,-17.359375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+206,5000000,-17.671875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+206,6000000,-15.609375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+206,7000000,-17.1875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+206,8000000,-18.21875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+206,9000000,-17.625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+206,10000000,-14.875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,6
+207,1000000,-20.984375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+207,2000000,-17.703125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+207,3000000,-17.828125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+207,4000000,-16.984375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+207,5000000,-17.5625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+207,6000000,-18.859375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+207,7000000,-16.125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+207,8000000,-16.8125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+207,9000000,-16.5,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+207,10000000,-11.28125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,6
+208,1000000,-23.578125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+208,2000000,-23.5,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+208,3000000,-23.625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+208,4000000,-23.59375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+208,5000000,-23.59375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+208,6000000,-23.40625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+208,7000000,-23.3125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+208,8000000,-23.5625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+208,9000000,-23.3125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+208,10000000,-23.046875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,6
+209,1000000,-20.765625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
+209,2000000,-20.015625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
+209,3000000,-21.03125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
+209,4000000,-20.28125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
+209,5000000,-23.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
+209,6000000,-21.3125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
+209,7000000,-19.109375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
+209,8000000,-19.453125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
+209,9000000,-22.375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
+209,10000000,-22.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
 210,1000000,-23.609375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
 210,2000000,-23.578125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
 210,3000000,-23.46875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
@@ -9789,36 +9789,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-23.921875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
 210,9000000,-22.546875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
 210,10000000,-23.921875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
-211,1000000,-23.921875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,2000000,-23.34375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,3000000,-23.171875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,4000000,-23.640625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,5000000,-23.484375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,6000000,-23.78125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,7000000,-23.40625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,8000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,9000000,-23.84375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,10000000,-23.109375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-212,1000000,-18.546875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-212,2000000,-17.640625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-212,3000000,-19.875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-212,4000000,-19.75,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-212,5000000,-18.828125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-212,6000000,-18.296875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-212,7000000,-17.78125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-212,8000000,-17.234375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-212,9000000,-18.890625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-212,10000000,-16.421875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,6
-213,1000000,-23.265625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
-213,2000000,-23.875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
-213,3000000,-23.890625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
-213,4000000,-23.96875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
-213,5000000,-23.515625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
-213,6000000,-23.421875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
-213,7000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
-213,8000000,-23.484375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
-213,9000000,-23.484375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
-213,10000000,-23.46875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,6
+211,1000000,-23.921875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+211,2000000,-23.34375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+211,3000000,-23.171875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+211,4000000,-23.640625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+211,5000000,-23.484375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+211,6000000,-23.78125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+211,7000000,-23.40625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+211,8000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+211,9000000,-23.84375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+211,10000000,-23.109375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,6
+212,1000000,-18.546875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+212,2000000,-17.640625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+212,3000000,-19.875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+212,4000000,-19.75,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+212,5000000,-18.828125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+212,6000000,-18.296875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+212,7000000,-17.78125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+212,8000000,-17.234375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+212,9000000,-18.890625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+212,10000000,-16.421875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,6
+213,1000000,-23.265625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
+213,2000000,-23.875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
+213,3000000,-23.890625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
+213,4000000,-23.96875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
+213,5000000,-23.515625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
+213,6000000,-23.421875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
+213,7000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
+213,8000000,-23.484375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
+213,9000000,-23.484375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
+213,10000000,-23.46875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,6
 214,1000000,-23.296875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
 214,2000000,-23.875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
 214,3000000,-23.171875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
@@ -9829,86 +9829,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-23.90625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
 214,9000000,-23.515625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
 214,10000000,-23.453125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
-215,1000000,-22.703125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-215,2000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-215,3000000,-23.359375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-215,4000000,-23.96875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-215,5000000,-23.9375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-215,6000000,-23.484375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-215,7000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-215,8000000,-23.484375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-215,9000000,-23.890625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-215,10000000,-23.9375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,6
-216,1000000,-21.34375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-216,2000000,-23.890625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-216,3000000,-22.78125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-216,4000000,-21.65625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-216,5000000,-21.78125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-216,6000000,-22.5625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-216,7000000,-22.25,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-216,8000000,-22.34375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-216,9000000,-23.1875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-216,10000000,-23.609375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,6
-217,1000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-217,2000000,-23.53125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-217,3000000,-22.796875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-217,4000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-217,5000000,-23.734375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-217,6000000,-23.390625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-217,7000000,-23.53125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-217,8000000,-23.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-217,9000000,-23.203125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-217,10000000,-23.515625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,6
-218,1000000,-20.03125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-218,2000000,-19.734375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-218,3000000,-19.59375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-218,4000000,-20.0,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-218,5000000,-18.625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-218,6000000,-19.25,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-218,7000000,-18.4375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-218,8000000,-18.65625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-218,9000000,-18.5,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-218,10000000,-19.828125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,6
-219,1000000,-23.453125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-219,2000000,-22.84375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-219,3000000,-23.046875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-219,4000000,-22.875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-219,5000000,-22.546875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-219,6000000,-22.109375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-219,7000000,-22.859375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-219,8000000,-23.15625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-219,9000000,-23.0,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-219,10000000,-23.21875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,6
-220,1000000,-23.890625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-220,2000000,-23.390625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-220,3000000,-23.5625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-220,4000000,-23.359375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-220,5000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-220,6000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-220,7000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-220,8000000,-23.484375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-220,9000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-220,10000000,-22.15625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,6
-221,1000000,-23.8125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-221,2000000,-21.8125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-221,3000000,-22.0,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-221,4000000,-22.71875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-221,5000000,-23.75,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-221,6000000,-22.96875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-221,7000000,-20.484375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-221,8000000,-23.484375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-221,9000000,-23.609375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-221,10000000,-23.921875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,6
-222,1000000,-23.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
-222,2000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
-222,3000000,-23.9375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
-222,4000000,-23.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
-222,5000000,-23.375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
-222,6000000,-23.53125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
-222,7000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
-222,8000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
-222,9000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
-222,10000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,6
+215,1000000,-22.703125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+215,2000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+215,3000000,-23.359375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+215,4000000,-23.96875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+215,5000000,-23.9375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+215,6000000,-23.484375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+215,7000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+215,8000000,-23.484375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+215,9000000,-23.890625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+215,10000000,-23.9375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,6
+216,1000000,-21.34375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+216,2000000,-23.890625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+216,3000000,-22.78125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+216,4000000,-21.65625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+216,5000000,-21.78125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+216,6000000,-22.5625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+216,7000000,-22.25,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+216,8000000,-22.34375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+216,9000000,-23.1875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+216,10000000,-23.609375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,6
+217,1000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+217,2000000,-23.53125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+217,3000000,-22.796875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+217,4000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+217,5000000,-23.734375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+217,6000000,-23.390625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+217,7000000,-23.53125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+217,8000000,-23.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+217,9000000,-23.203125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+217,10000000,-23.515625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,6
+218,1000000,-20.03125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+218,2000000,-19.734375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+218,3000000,-19.59375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+218,4000000,-20.0,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+218,5000000,-18.625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+218,6000000,-19.25,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+218,7000000,-18.4375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+218,8000000,-18.65625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+218,9000000,-18.5,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+218,10000000,-19.828125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,6
+219,1000000,-23.453125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+219,2000000,-22.84375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+219,3000000,-23.046875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+219,4000000,-22.875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+219,5000000,-22.546875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+219,6000000,-22.109375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+219,7000000,-22.859375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+219,8000000,-23.15625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+219,9000000,-23.0,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+219,10000000,-23.21875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,6
+220,1000000,-23.890625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+220,2000000,-23.390625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+220,3000000,-23.5625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+220,4000000,-23.359375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+220,5000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+220,6000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+220,7000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+220,8000000,-23.484375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+220,9000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+220,10000000,-22.15625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,6
+221,1000000,-23.8125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+221,2000000,-21.8125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+221,3000000,-22.0,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+221,4000000,-22.71875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+221,5000000,-23.75,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+221,6000000,-22.96875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+221,7000000,-20.484375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+221,8000000,-23.484375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+221,9000000,-23.609375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+221,10000000,-23.921875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,6
+222,1000000,-23.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
+222,2000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
+222,3000000,-23.9375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
+222,4000000,-23.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
+222,5000000,-23.375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
+222,6000000,-23.53125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
+222,7000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
+222,8000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
+222,9000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
+222,10000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,6
 223,1000000,-23.328125,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,6
 223,2000000,-22.03125,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,6
 223,3000000,-21.53125,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,6
@@ -9929,16 +9929,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-23.5,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,6
 224,9000000,-23.9375,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,6
 224,10000000,-23.421875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,6
-225,1000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
-225,2000000,-23.9375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
-225,3000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
-225,4000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
-225,5000000,-23.984375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
-225,6000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
-225,7000000,-23.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
-225,8000000,-23.984375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
-225,9000000,-23.890625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
-225,10000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,6
+225,1000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
+225,2000000,-23.9375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
+225,3000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
+225,4000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
+225,5000000,-23.984375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
+225,6000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
+225,7000000,-23.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
+225,8000000,-23.984375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
+225,9000000,-23.890625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
+225,10000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,6
 226,1000000,-23.734375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,6
 226,2000000,-22.34375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,6
 226,3000000,-22.859375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,6
@@ -9959,66 +9959,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-18.625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,6
 227,9000000,-17.640625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,6
 227,10000000,-18.28125,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,6
-228,1000000,-20.078125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-228,2000000,-18.75,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-228,3000000,-18.4375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-228,4000000,-18.015625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-228,5000000,-17.46875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-228,6000000,-18.84375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-228,7000000,-17.53125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-228,8000000,-18.15625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-228,9000000,-17.828125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-228,10000000,-17.4375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,6
-229,1000000,-22.890625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-229,2000000,-23.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-229,3000000,-21.171875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-229,4000000,-23.46875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-229,5000000,-21.21875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-229,6000000,-23.265625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-229,7000000,-21.15625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-229,8000000,-20.203125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-229,9000000,-22.8125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-229,10000000,-21.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,6
-230,1000000,-23.234375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-230,2000000,-23.890625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-230,3000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-230,4000000,-23.84375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-230,5000000,-22.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-230,6000000,-23.328125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-230,7000000,-23.5625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-230,8000000,-23.53125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-230,9000000,-23.453125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-230,10000000,-23.65625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,6
-231,1000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-231,2000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-231,3000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-231,4000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-231,5000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-231,6000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-231,7000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-231,8000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-231,9000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-231,10000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,6
-232,1000000,-23.953125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-232,2000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-232,3000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-232,4000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-232,5000000,-23.953125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-232,6000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-232,7000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-232,8000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-232,9000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-232,10000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,6
-233,1000000,-20.953125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
-233,2000000,-22.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
-233,3000000,-19.359375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
-233,4000000,-19.5625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
-233,5000000,-23.875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
-233,6000000,-17.609375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
-233,7000000,-22.8125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
-233,8000000,-23.609375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
-233,9000000,-22.109375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
-233,10000000,-23.28125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,6
+228,1000000,-20.078125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+228,2000000,-18.75,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+228,3000000,-18.4375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+228,4000000,-18.015625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+228,5000000,-17.46875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+228,6000000,-18.84375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+228,7000000,-17.53125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+228,8000000,-18.15625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+228,9000000,-17.828125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+228,10000000,-17.4375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,6
+229,1000000,-22.890625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+229,2000000,-23.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+229,3000000,-21.171875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+229,4000000,-23.46875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+229,5000000,-21.21875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+229,6000000,-23.265625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+229,7000000,-21.15625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+229,8000000,-20.203125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+229,9000000,-22.8125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+229,10000000,-21.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,6
+230,1000000,-23.234375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+230,2000000,-23.890625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+230,3000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+230,4000000,-23.84375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+230,5000000,-22.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+230,6000000,-23.328125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+230,7000000,-23.5625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+230,8000000,-23.53125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+230,9000000,-23.453125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+230,10000000,-23.65625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,6
+231,1000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+231,2000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+231,3000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+231,4000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+231,5000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+231,6000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+231,7000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+231,8000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+231,9000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+231,10000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,6
+232,1000000,-23.953125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+232,2000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+232,3000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+232,4000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+232,5000000,-23.953125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+232,6000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+232,7000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+232,8000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+232,9000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+232,10000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,6
+233,1000000,-20.953125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
+233,2000000,-22.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
+233,3000000,-19.359375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
+233,4000000,-19.5625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
+233,5000000,-23.875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
+233,6000000,-17.609375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
+233,7000000,-22.8125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
+233,8000000,-23.609375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
+233,9000000,-22.109375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
+233,10000000,-23.28125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,6
 234,1000000,-23.953125,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,6
 234,2000000,-23.921875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,6
 234,3000000,-23.453125,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,6
@@ -10049,56 +10049,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,6
 236,9000000,-23.046875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,6
 236,10000000,-23.9375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,6
-237,1000000,-23.078125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-237,2000000,-22.890625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-237,3000000,-23.125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-237,4000000,-23.953125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-237,5000000,-23.875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-237,6000000,-22.984375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-237,7000000,-22.953125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-237,8000000,-23.828125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-237,9000000,-23.875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-237,10000000,-23.046875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,6
-238,1000000,-23.921875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-238,2000000,-23.90625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-238,3000000,-23.96875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-238,4000000,-23.5,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-238,5000000,-22.4375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-238,6000000,-23.96875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-238,7000000,-23.578125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-238,8000000,-23.171875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-238,9000000,-23.015625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-238,10000000,-23.234375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,6
-239,1000000,-18.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-239,2000000,-18.578125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-239,3000000,-16.9375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-239,4000000,-16.28125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-239,5000000,-16.828125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-239,6000000,-14.421875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-239,7000000,-15.1875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-239,8000000,-17.140625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-239,9000000,-14.859375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-239,10000000,-15.015625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,6
-240,1000000,-18.65625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-240,2000000,-17.8125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-240,3000000,-19.546875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-240,4000000,-18.21875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-240,5000000,-16.953125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-240,6000000,-17.109375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-240,7000000,-17.75,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-240,8000000,-18.375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-240,9000000,-18.03125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-240,10000000,-17.0,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,6
-241,1000000,-20.375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
-241,2000000,-21.3125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
-241,3000000,-23.359375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
-241,4000000,-23.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
-241,5000000,-22.34375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
-241,6000000,-23.84375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
-241,7000000,-23.421875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
-241,8000000,-22.765625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
-241,9000000,-22.8125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
-241,10000000,-23.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,6
+237,1000000,-23.078125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+237,2000000,-22.890625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+237,3000000,-23.125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+237,4000000,-23.953125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+237,5000000,-23.875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+237,6000000,-22.984375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+237,7000000,-22.953125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+237,8000000,-23.828125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+237,9000000,-23.875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+237,10000000,-23.046875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,6
+238,1000000,-23.921875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+238,2000000,-23.90625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+238,3000000,-23.96875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+238,4000000,-23.5,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+238,5000000,-22.4375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+238,6000000,-23.96875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+238,7000000,-23.578125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+238,8000000,-23.171875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+238,9000000,-23.015625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+238,10000000,-23.234375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,6
+239,1000000,-18.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+239,2000000,-18.578125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+239,3000000,-16.9375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+239,4000000,-16.28125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+239,5000000,-16.828125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+239,6000000,-14.421875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+239,7000000,-15.1875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+239,8000000,-17.140625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+239,9000000,-14.859375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+239,10000000,-15.015625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,6
+240,1000000,-18.65625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+240,2000000,-17.8125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+240,3000000,-19.546875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+240,4000000,-18.21875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+240,5000000,-16.953125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+240,6000000,-17.109375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+240,7000000,-17.75,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+240,8000000,-18.375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+240,9000000,-18.03125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+240,10000000,-17.0,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,6
+241,1000000,-20.375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
+241,2000000,-21.3125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
+241,3000000,-23.359375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
+241,4000000,-23.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
+241,5000000,-22.34375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
+241,6000000,-23.84375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
+241,7000000,-23.421875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
+241,8000000,-22.765625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
+241,9000000,-22.8125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
+241,10000000,-23.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,6
 242,1000000,-21.015625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
 242,2000000,-20.46875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
 242,3000000,-19.875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
@@ -10109,36 +10109,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-22.453125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
 242,9000000,-22.46875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
 242,10000000,-21.875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
-243,1000000,-24.0,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-243,2000000,-23.46875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-243,3000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-243,4000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-243,5000000,-23.421875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-243,6000000,-22.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-243,7000000,-23.5,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-243,8000000,-23.828125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-243,9000000,-23.34375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-243,10000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,6
-244,1000000,-21.4375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-244,2000000,-18.671875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-244,3000000,-18.15625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-244,4000000,-18.0,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-244,5000000,-18.609375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-244,6000000,-19.03125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-244,7000000,-17.328125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-244,8000000,-17.59375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-244,9000000,-18.421875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-244,10000000,-18.53125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,6
-245,1000000,-23.421875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
-245,2000000,-23.5625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
-245,3000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
-245,4000000,-23.296875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
-245,5000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
-245,6000000,-23.625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
-245,7000000,-22.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
-245,8000000,-23.890625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
-245,9000000,-23.875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
-245,10000000,-22.90625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,6
+243,1000000,-24.0,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+243,2000000,-23.46875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+243,3000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+243,4000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+243,5000000,-23.421875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+243,6000000,-22.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+243,7000000,-23.5,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+243,8000000,-23.828125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+243,9000000,-23.34375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+243,10000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,6
+244,1000000,-21.4375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+244,2000000,-18.671875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+244,3000000,-18.15625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+244,4000000,-18.0,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+244,5000000,-18.609375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+244,6000000,-19.03125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+244,7000000,-17.328125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+244,8000000,-17.59375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+244,9000000,-18.421875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+244,10000000,-18.53125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,6
+245,1000000,-23.421875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
+245,2000000,-23.5625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
+245,3000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
+245,4000000,-23.296875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
+245,5000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
+245,6000000,-23.625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
+245,7000000,-22.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
+245,8000000,-23.890625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
+245,9000000,-23.875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
+245,10000000,-22.90625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,6
 246,1000000,-22.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
 246,2000000,-23.546875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
 246,3000000,-23.4375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
@@ -10149,46 +10149,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.953125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
 246,9000000,-23.875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
 246,10000000,-23.3125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
-247,1000000,-20.1875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-247,2000000,-18.890625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-247,3000000,-20.71875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-247,4000000,-18.28125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-247,5000000,-18.625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-247,6000000,-18.65625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-247,7000000,-18.984375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-247,8000000,-17.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-247,9000000,-17.84375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-247,10000000,-19.34375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,6
-248,1000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-248,2000000,-23.984375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-248,3000000,-23.46875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-248,4000000,-23.21875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-248,5000000,-23.78125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-248,6000000,-23.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-248,7000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-248,8000000,-23.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-248,9000000,-23.890625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-248,10000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,6
-249,1000000,-20.390625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-249,2000000,-18.328125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-249,3000000,-18.765625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-249,4000000,-16.734375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-249,5000000,-18.515625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-249,6000000,-16.671875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-249,7000000,-14.734375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-249,8000000,-14.40625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-249,9000000,-15.484375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-249,10000000,-16.40625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,6
-250,1000000,-23.546875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
-250,2000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
-250,3000000,-23.25,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
-250,4000000,-23.40625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
-250,5000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
-250,6000000,-23.28125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
-250,7000000,-23.4375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
-250,8000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
-250,9000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
-250,10000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,6
+247,1000000,-20.1875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+247,2000000,-18.890625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+247,3000000,-20.71875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+247,4000000,-18.28125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+247,5000000,-18.625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+247,6000000,-18.65625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+247,7000000,-18.984375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+247,8000000,-17.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+247,9000000,-17.84375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+247,10000000,-19.34375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,6
+248,1000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+248,2000000,-23.984375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+248,3000000,-23.46875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+248,4000000,-23.21875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+248,5000000,-23.78125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+248,6000000,-23.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+248,7000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+248,8000000,-23.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+248,9000000,-23.890625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+248,10000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,6
+249,1000000,-20.390625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+249,2000000,-18.328125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+249,3000000,-18.765625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+249,4000000,-16.734375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+249,5000000,-18.515625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+249,6000000,-16.671875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+249,7000000,-14.734375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+249,8000000,-14.40625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+249,9000000,-15.484375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+249,10000000,-16.40625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,6
+250,1000000,-23.546875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
+250,2000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
+250,3000000,-23.25,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
+250,4000000,-23.40625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
+250,5000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
+250,6000000,-23.28125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
+250,7000000,-23.4375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
+250,8000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
+250,9000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
+250,10000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,6
 251,1000000,-21.859375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
 251,2000000,-22.671875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
 251,3000000,-21.21875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
@@ -10199,16 +10199,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-22.953125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
 251,9000000,-23.5,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
 251,10000000,-22.71875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
-252,1000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
-252,2000000,-23.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
-252,3000000,-23.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
-252,4000000,-23.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
-252,5000000,-23.90625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
-252,6000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
-252,7000000,-23.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
-252,8000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
-252,9000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
-252,10000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,6
+252,1000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
+252,2000000,-23.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
+252,3000000,-23.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
+252,4000000,-23.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
+252,5000000,-23.90625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
+252,6000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
+252,7000000,-23.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
+252,8000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
+252,9000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
+252,10000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,6
 253,1000000,-23.125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,6
 253,2000000,-23.0,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,6
 253,3000000,-23.03125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,6
@@ -10219,66 +10219,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-23.5,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,6
 253,9000000,-23.59375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,6
 253,10000000,-23.75,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,6
-254,1000000,-23.53125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-254,2000000,-23.875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-254,3000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-254,4000000,-23.65625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-254,5000000,-23.53125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-254,6000000,-22.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-254,7000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-254,8000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-254,9000000,-23.9375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-254,10000000,-23.59375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,6
-255,1000000,-23.59375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-255,2000000,-23.5625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-255,3000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-255,4000000,-23.109375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-255,5000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-255,6000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-255,7000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-255,8000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-255,9000000,-23.265625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-255,10000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,6
-0,1000000,-23.34375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-0,2000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-0,3000000,-23.625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-0,4000000,-23.328125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-0,5000000,-23.03125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-0,6000000,-23.78125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-0,7000000,-23.609375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-0,8000000,-23.171875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-0,9000000,-23.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-0,10000000,-23.015625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,1
-1,1000000,-19.3125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-1,2000000,-18.4375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-1,3000000,-19.53125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-1,4000000,-16.8125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-1,5000000,-17.96875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-1,6000000,-18.265625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-1,7000000,-16.921875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-1,8000000,-17.453125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-1,9000000,-17.046875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-1,10000000,-17.296875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,1
-2,1000000,-23.453125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-2,2000000,-23.140625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-2,3000000,-23.421875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-2,4000000,-23.4375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-2,5000000,-23.90625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-2,6000000,-23.84375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-2,7000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-2,8000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-2,9000000,-23.875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-2,10000000,-23.109375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,1
-3,1000000,-16.140625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
-3,2000000,-18.359375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
-3,3000000,-17.671875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
-3,4000000,-16.3125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
-3,5000000,-15.84375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
-3,6000000,-16.6875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
-3,7000000,-13.140625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
-3,8000000,-18.25,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
-3,9000000,-16.015625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
-3,10000000,-11.828125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,1
+254,1000000,-23.53125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+254,2000000,-23.875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+254,3000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+254,4000000,-23.65625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+254,5000000,-23.53125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+254,6000000,-22.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+254,7000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+254,8000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+254,9000000,-23.9375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+254,10000000,-23.59375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,6
+255,1000000,-23.59375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+255,2000000,-23.5625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+255,3000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+255,4000000,-23.109375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+255,5000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+255,6000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+255,7000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+255,8000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+255,9000000,-23.265625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+255,10000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,6
+0,1000000,-23.34375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+0,2000000,-23.890625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+0,3000000,-23.625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+0,4000000,-23.328125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+0,5000000,-23.03125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+0,6000000,-23.78125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+0,7000000,-23.609375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+0,8000000,-23.171875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+0,9000000,-23.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+0,10000000,-23.015625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,1
+1,1000000,-19.3125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+1,2000000,-18.4375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+1,3000000,-19.53125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+1,4000000,-16.8125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+1,5000000,-17.96875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+1,6000000,-18.265625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+1,7000000,-16.921875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+1,8000000,-17.453125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+1,9000000,-17.046875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+1,10000000,-17.296875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,1
+2,1000000,-23.453125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+2,2000000,-23.140625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+2,3000000,-23.421875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+2,4000000,-23.4375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+2,5000000,-23.90625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+2,6000000,-23.84375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+2,7000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+2,8000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+2,9000000,-23.875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+2,10000000,-23.109375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,1
+3,1000000,-16.140625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
+3,2000000,-18.359375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
+3,3000000,-17.671875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
+3,4000000,-16.3125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
+3,5000000,-15.84375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
+3,6000000,-16.6875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
+3,7000000,-13.140625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
+3,8000000,-18.25,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
+3,9000000,-16.015625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
+3,10000000,-11.828125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,1
 4,1000000,-23.453125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,1
 4,2000000,-23.40625,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,1
 4,3000000,-23.421875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,1
@@ -10299,56 +10299,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-19.21875,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,1
 5,9000000,-15.296875,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,1
 5,10000000,-17.671875,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,1
-6,1000000,-19.109375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-6,2000000,-17.671875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-6,3000000,-14.96875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-6,4000000,-17.4375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-6,5000000,-14.515625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-6,6000000,-16.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-6,7000000,-13.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-6,8000000,-15.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-6,9000000,-14.21875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-6,10000000,-12.546875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,1
-7,1000000,-23.390625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-7,2000000,-23.21875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-7,3000000,-23.109375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-7,4000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-7,5000000,-23.453125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-7,6000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-7,7000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-7,8000000,-23.875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-7,9000000,-23.21875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-7,10000000,-23.953125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,1
-8,1000000,-23.0625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-8,2000000,-23.09375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-8,3000000,-23.03125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-8,4000000,-23.046875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-8,5000000,-23.0625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-8,6000000,-23.375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-8,7000000,-23.359375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-8,8000000,-23.125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-8,9000000,-23.328125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-8,10000000,-23.234375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,1
-9,1000000,-23.140625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-9,2000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-9,3000000,-23.546875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-9,4000000,-23.015625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-9,5000000,-23.578125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-9,6000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-9,7000000,-23.1875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-9,8000000,-23.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-9,9000000,-23.640625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-9,10000000,-23.78125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,1
-10,1000000,-22.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
-10,2000000,-21.625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
-10,3000000,-23.8125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
-10,4000000,-23.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
-10,5000000,-23.25,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
-10,6000000,-23.46875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
-10,7000000,-22.75,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
-10,8000000,-23.140625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
-10,9000000,-23.09375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
-10,10000000,-23.15625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,1
+6,1000000,-19.109375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+6,2000000,-17.671875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+6,3000000,-14.96875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+6,4000000,-17.4375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+6,5000000,-14.515625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+6,6000000,-16.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+6,7000000,-13.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+6,8000000,-15.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+6,9000000,-14.21875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+6,10000000,-12.546875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,1
+7,1000000,-23.390625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+7,2000000,-23.21875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+7,3000000,-23.109375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+7,4000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+7,5000000,-23.453125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+7,6000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+7,7000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+7,8000000,-23.875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+7,9000000,-23.21875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+7,10000000,-23.953125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,1
+8,1000000,-23.0625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+8,2000000,-23.09375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+8,3000000,-23.03125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+8,4000000,-23.046875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+8,5000000,-23.0625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+8,6000000,-23.375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+8,7000000,-23.359375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+8,8000000,-23.125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+8,9000000,-23.328125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+8,10000000,-23.234375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,1
+9,1000000,-23.140625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+9,2000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+9,3000000,-23.546875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+9,4000000,-23.015625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+9,5000000,-23.578125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+9,6000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+9,7000000,-23.1875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+9,8000000,-23.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+9,9000000,-23.640625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+9,10000000,-23.78125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,1
+10,1000000,-22.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,2000000,-21.625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,3000000,-23.8125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,4000000,-23.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,5000000,-23.25,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,6000000,-23.46875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,7000000,-22.75,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,8000000,-23.140625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,9000000,-23.09375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,10000000,-23.15625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
 11,1000000,-23.140625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
 11,2000000,-23.953125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
 11,3000000,-22.78125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
@@ -10359,26 +10359,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-22.1875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
 11,9000000,-23.546875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
 11,10000000,-23.453125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
-12,1000000,-23.03125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,2000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,3000000,-23.875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,4000000,-23.96875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,5000000,-22.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,6000000,-23.09375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,7000000,-23.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,8000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,9000000,-23.6875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,10000000,-23.484375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-13,1000000,-23.375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
-13,2000000,-23.75,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
-13,3000000,-23.15625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
-13,4000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
-13,5000000,-22.640625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
-13,6000000,-20.484375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
-13,7000000,-20.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
-13,8000000,-23.15625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
-13,9000000,-21.75,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
-13,10000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
+12,1000000,-23.03125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+12,2000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+12,3000000,-23.875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+12,4000000,-23.96875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+12,5000000,-22.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+12,6000000,-23.09375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+12,7000000,-23.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+12,8000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+12,9000000,-23.6875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+12,10000000,-23.484375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,1
+13,1000000,-23.375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,2000000,-23.75,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,3000000,-23.15625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,4000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,5000000,-22.640625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,6000000,-20.484375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,7000000,-20.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,8000000,-23.15625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,9000000,-21.75,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,10000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
 14,1000000,-17.625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
 14,2000000,-17.515625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
 14,3000000,-17.921875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
@@ -10389,26 +10389,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-14.90625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
 14,9000000,-15.765625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
 14,10000000,-15.8125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
-15,1000000,-23.53125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,2000000,-23.515625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,3000000,-23.484375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,4000000,-23.515625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,5000000,-23.609375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,6000000,-23.4375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,7000000,-23.59375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,8000000,-23.515625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,9000000,-23.46875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,10000000,-23.40625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-16,1000000,-21.640625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
-16,2000000,-21.65625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
-16,3000000,-17.296875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
-16,4000000,-18.09375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
-16,5000000,-17.359375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
-16,6000000,-15.96875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
-16,7000000,-15.96875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
-16,8000000,-17.515625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
-16,9000000,-17.296875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
-16,10000000,-14.9375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,1
+15,1000000,-23.53125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+15,2000000,-23.515625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+15,3000000,-23.484375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+15,4000000,-23.515625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+15,5000000,-23.609375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+15,6000000,-23.4375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+15,7000000,-23.59375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+15,8000000,-23.515625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+15,9000000,-23.46875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+15,10000000,-23.40625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,1
+16,1000000,-21.640625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,2000000,-21.65625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,3000000,-17.296875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,4000000,-18.09375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,5000000,-17.359375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,6000000,-15.96875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,7000000,-15.96875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,8000000,-17.515625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,9000000,-17.296875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,10000000,-14.9375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
 17,1000000,-23.59375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
 17,2000000,-22.5,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
 17,3000000,-23.109375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
@@ -10419,26 +10419,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-23.828125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
 17,9000000,-23.75,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
 17,10000000,-22.703125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
-18,1000000,-23.25,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,2000000,-23.53125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,3000000,-23.46875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,4000000,-23.171875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,5000000,-23.546875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,6000000,-23.3125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,7000000,-23.375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,8000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,9000000,-22.859375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,10000000,-23.671875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-19,1000000,-21.296875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
-19,2000000,-20.828125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
-19,3000000,-22.5625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
-19,4000000,-22.953125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
-19,5000000,-23.1875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
-19,6000000,-23.546875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
-19,7000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
-19,8000000,-23.140625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
-19,9000000,-23.171875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
-19,10000000,-23.21875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,1
+18,1000000,-23.25,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+18,2000000,-23.53125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+18,3000000,-23.46875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+18,4000000,-23.171875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+18,5000000,-23.546875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+18,6000000,-23.3125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+18,7000000,-23.375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+18,8000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+18,9000000,-22.859375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+18,10000000,-23.671875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,1
+19,1000000,-21.296875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
+19,2000000,-20.828125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
+19,3000000,-22.5625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
+19,4000000,-22.953125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
+19,5000000,-23.1875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
+19,6000000,-23.546875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
+19,7000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
+19,8000000,-23.140625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
+19,9000000,-23.171875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
+19,10000000,-23.21875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,1
 20,1000000,-23.96875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,1
 20,2000000,-23.921875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,1
 20,3000000,-23.109375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,1
@@ -10449,76 +10449,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-22.984375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,1
 20,9000000,-23.484375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,1
 20,10000000,-23.859375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,1
-21,1000000,-23.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-21,2000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-21,3000000,-23.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-21,4000000,-23.34375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-21,5000000,-23.953125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-21,6000000,-23.328125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-21,7000000,-23.625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-21,8000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-21,9000000,-23.59375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-21,10000000,-23.75,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,1
-22,1000000,-19.859375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-22,2000000,-17.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-22,3000000,-19.46875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-22,4000000,-15.78125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-22,5000000,-17.625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-22,6000000,-17.390625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-22,7000000,-15.015625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-22,8000000,-16.390625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-22,9000000,-16.21875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-22,10000000,-14.234375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,1
-23,1000000,-17.859375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-23,2000000,-16.609375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-23,3000000,-16.03125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-23,4000000,-15.328125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-23,5000000,-15.96875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-23,6000000,-17.03125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-23,7000000,-16.421875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-23,8000000,-13.90625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-23,9000000,-12.5625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-23,10000000,-13.65625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,1
-24,1000000,-23.515625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-24,2000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-24,3000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-24,4000000,-23.40625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-24,5000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-24,6000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-24,7000000,-23.90625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-24,8000000,-23.6875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-24,9000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-24,10000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,1
-25,1000000,-21.53125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-25,2000000,-20.0625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-25,3000000,-17.5625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-25,4000000,-20.59375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-25,5000000,-22.515625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-25,6000000,-22.78125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-25,7000000,-22.921875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-25,8000000,-23.015625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-25,9000000,-22.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-25,10000000,-22.8125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,1
-26,1000000,-22.640625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-26,2000000,-22.390625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-26,3000000,-22.484375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-26,4000000,-22.234375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-26,5000000,-23.328125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-26,6000000,-21.40625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-26,7000000,-22.53125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-26,8000000,-23.40625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-26,9000000,-21.203125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-26,10000000,-23.328125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,1
-27,1000000,-23.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
-27,2000000,-22.5625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
-27,3000000,-23.953125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
-27,4000000,-23.796875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
-27,5000000,-23.140625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
-27,6000000,-23.40625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
-27,7000000,-22.71875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
-27,8000000,-23.28125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
-27,9000000,-23.46875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
-27,10000000,-22.625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,1
+21,1000000,-23.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+21,2000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+21,3000000,-23.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+21,4000000,-23.34375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+21,5000000,-23.953125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+21,6000000,-23.328125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+21,7000000,-23.625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+21,8000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+21,9000000,-23.59375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+21,10000000,-23.75,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,1
+22,1000000,-19.859375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+22,2000000,-17.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+22,3000000,-19.46875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+22,4000000,-15.78125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+22,5000000,-17.625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+22,6000000,-17.390625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+22,7000000,-15.015625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+22,8000000,-16.390625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+22,9000000,-16.21875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+22,10000000,-14.234375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,1
+23,1000000,-17.859375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+23,2000000,-16.609375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+23,3000000,-16.03125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+23,4000000,-15.328125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+23,5000000,-15.96875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+23,6000000,-17.03125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+23,7000000,-16.421875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+23,8000000,-13.90625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+23,9000000,-12.5625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+23,10000000,-13.65625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,1
+24,1000000,-23.515625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+24,2000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+24,3000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+24,4000000,-23.40625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+24,5000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+24,6000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+24,7000000,-23.90625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+24,8000000,-23.6875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+24,9000000,-23.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+24,10000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,1
+25,1000000,-21.53125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+25,2000000,-20.0625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+25,3000000,-17.5625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+25,4000000,-20.59375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+25,5000000,-22.515625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+25,6000000,-22.78125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+25,7000000,-22.921875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+25,8000000,-23.015625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+25,9000000,-22.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+25,10000000,-22.8125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,1
+26,1000000,-22.640625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+26,2000000,-22.390625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+26,3000000,-22.484375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+26,4000000,-22.234375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+26,5000000,-23.328125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+26,6000000,-21.40625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+26,7000000,-22.53125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+26,8000000,-23.40625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+26,9000000,-21.203125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+26,10000000,-23.328125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,1
+27,1000000,-23.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
+27,2000000,-22.5625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
+27,3000000,-23.953125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
+27,4000000,-23.796875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
+27,5000000,-23.140625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
+27,6000000,-23.40625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
+27,7000000,-22.71875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
+27,8000000,-23.28125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
+27,9000000,-23.46875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
+27,10000000,-22.625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,1
 28,1000000,-20.0,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
 28,2000000,-22.0,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
 28,3000000,-22.25,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
@@ -10529,56 +10529,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-23.796875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
 28,9000000,-23.328125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
 28,10000000,-22.921875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
-29,1000000,-23.15625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,2000000,-21.1875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,3000000,-23.84375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,4000000,-23.90625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,5000000,-23.640625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,6000000,-23.921875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,7000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,8000000,-23.546875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,9000000,-23.546875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,10000000,-23.890625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-30,1000000,-23.296875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-30,2000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-30,3000000,-23.3125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-30,4000000,-23.140625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-30,5000000,-23.796875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-30,6000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-30,7000000,-23.578125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-30,8000000,-23.546875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-30,9000000,-23.921875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-30,10000000,-23.515625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,1
-31,1000000,-22.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-31,2000000,-23.703125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-31,3000000,-23.90625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-31,4000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-31,5000000,-23.828125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-31,6000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-31,7000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-31,8000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-31,9000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-31,10000000,-23.625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,1
-32,1000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-32,2000000,-23.890625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-32,3000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-32,4000000,-23.578125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-32,5000000,-23.59375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-32,6000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-32,7000000,-23.796875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-32,8000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-32,9000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-32,10000000,-23.578125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,1
-33,1000000,-23.53125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
-33,2000000,-22.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
-33,3000000,-23.484375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
-33,4000000,-23.875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
-33,5000000,-23.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
-33,6000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
-33,7000000,-23.40625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
-33,8000000,-23.484375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
-33,9000000,-23.515625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
-33,10000000,-24.0,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,1
+29,1000000,-23.15625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+29,2000000,-21.1875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+29,3000000,-23.84375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+29,4000000,-23.90625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+29,5000000,-23.640625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+29,6000000,-23.921875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+29,7000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+29,8000000,-23.546875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+29,9000000,-23.546875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+29,10000000,-23.890625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,1
+30,1000000,-23.296875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+30,2000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+30,3000000,-23.3125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+30,4000000,-23.140625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+30,5000000,-23.796875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+30,6000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+30,7000000,-23.578125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+30,8000000,-23.546875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+30,9000000,-23.921875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+30,10000000,-23.515625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,1
+31,1000000,-22.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+31,2000000,-23.703125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+31,3000000,-23.90625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+31,4000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+31,5000000,-23.828125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+31,6000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+31,7000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+31,8000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+31,9000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+31,10000000,-23.625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,1
+32,1000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+32,2000000,-23.890625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+32,3000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+32,4000000,-23.578125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+32,5000000,-23.59375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+32,6000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+32,7000000,-23.796875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+32,8000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+32,9000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+32,10000000,-23.578125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,1
+33,1000000,-23.53125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
+33,2000000,-22.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
+33,3000000,-23.484375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
+33,4000000,-23.875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
+33,5000000,-23.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
+33,6000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
+33,7000000,-23.40625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
+33,8000000,-23.484375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
+33,9000000,-23.515625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
+33,10000000,-24.0,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,1
 34,1000000,-20.453125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
 34,2000000,-19.25,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
 34,3000000,-19.265625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
@@ -10589,96 +10589,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-18.703125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
 34,9000000,-18.375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
 34,10000000,-19.1875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
-35,1000000,-23.140625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,2000000,-23.140625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,3000000,-23.796875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,4000000,-22.421875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,5000000,-23.296875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,6000000,-23.515625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,7000000,-23.90625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,8000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,9000000,-23.46875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,10000000,-21.265625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-36,1000000,-23.640625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-36,2000000,-23.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-36,3000000,-20.796875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-36,4000000,-20.546875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-36,5000000,-23.140625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-36,6000000,-21.125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-36,7000000,-23.390625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-36,8000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-36,9000000,-23.9375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-36,10000000,-23.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,1
-37,1000000,-23.84375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-37,2000000,-23.90625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-37,3000000,-23.9375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-37,4000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-37,5000000,-23.9375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-37,6000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-37,7000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-37,8000000,-23.90625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-37,9000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-37,10000000,-23.90625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,1
-38,1000000,-22.046875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-38,2000000,-20.046875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-38,3000000,-21.71875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-38,4000000,-22.46875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-38,5000000,-22.1875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-38,6000000,-20.578125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-38,7000000,-20.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-38,8000000,-19.34375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-38,9000000,-17.921875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-38,10000000,-17.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,1
-39,1000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-39,2000000,-23.515625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-39,3000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-39,4000000,-23.40625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-39,5000000,-23.359375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-39,6000000,-23.234375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-39,7000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-39,8000000,-23.546875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-39,9000000,-23.46875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-39,10000000,-23.390625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,1
-40,1000000,-19.6875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-40,2000000,-19.09375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-40,3000000,-17.796875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-40,4000000,-18.125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-40,5000000,-19.46875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-40,6000000,-18.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-40,7000000,-18.453125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-40,8000000,-17.921875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-40,9000000,-16.125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-40,10000000,-17.90625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,1
-41,1000000,-23.5625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-41,2000000,-23.125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-41,3000000,-23.40625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-41,4000000,-23.359375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-41,5000000,-23.9375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-41,6000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-41,7000000,-23.84375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-41,8000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-41,9000000,-23.59375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-41,10000000,-22.859375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,1
-42,1000000,-19.3125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-42,2000000,-17.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-42,3000000,-16.9375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-42,4000000,-14.671875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-42,5000000,-18.203125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-42,6000000,-16.71875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-42,7000000,-13.390625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-42,8000000,-15.4375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-42,9000000,-18.453125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-42,10000000,-16.375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,1
-43,1000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
-43,2000000,-23.21875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
-43,3000000,-22.421875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
-43,4000000,-23.625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
-43,5000000,-21.859375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
-43,6000000,-23.140625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
-43,7000000,-23.53125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
-43,8000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
-43,9000000,-23.859375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
-43,10000000,-23.453125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,1
+35,1000000,-23.140625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+35,2000000,-23.140625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+35,3000000,-23.796875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+35,4000000,-22.421875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+35,5000000,-23.296875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+35,6000000,-23.515625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+35,7000000,-23.90625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+35,8000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+35,9000000,-23.46875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+35,10000000,-21.265625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,1
+36,1000000,-23.640625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+36,2000000,-23.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+36,3000000,-20.796875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+36,4000000,-20.546875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+36,5000000,-23.140625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+36,6000000,-21.125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+36,7000000,-23.390625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+36,8000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+36,9000000,-23.9375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+36,10000000,-23.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,1
+37,1000000,-23.84375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+37,2000000,-23.90625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+37,3000000,-23.9375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+37,4000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+37,5000000,-23.9375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+37,6000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+37,7000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+37,8000000,-23.90625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+37,9000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+37,10000000,-23.90625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,1
+38,1000000,-22.046875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+38,2000000,-20.046875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+38,3000000,-21.71875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+38,4000000,-22.46875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+38,5000000,-22.1875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+38,6000000,-20.578125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+38,7000000,-20.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+38,8000000,-19.34375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+38,9000000,-17.921875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+38,10000000,-17.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,1
+39,1000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+39,2000000,-23.515625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+39,3000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+39,4000000,-23.40625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+39,5000000,-23.359375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+39,6000000,-23.234375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+39,7000000,-23.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+39,8000000,-23.546875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+39,9000000,-23.46875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+39,10000000,-23.390625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,1
+40,1000000,-19.6875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+40,2000000,-19.09375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+40,3000000,-17.796875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+40,4000000,-18.125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+40,5000000,-19.46875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+40,6000000,-18.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+40,7000000,-18.453125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+40,8000000,-17.921875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+40,9000000,-16.125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+40,10000000,-17.90625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,1
+41,1000000,-23.5625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+41,2000000,-23.125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+41,3000000,-23.40625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+41,4000000,-23.359375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+41,5000000,-23.9375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+41,6000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+41,7000000,-23.84375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+41,8000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+41,9000000,-23.59375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+41,10000000,-22.859375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,1
+42,1000000,-19.3125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+42,2000000,-17.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+42,3000000,-16.9375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+42,4000000,-14.671875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+42,5000000,-18.203125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+42,6000000,-16.71875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+42,7000000,-13.390625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+42,8000000,-15.4375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+42,9000000,-18.453125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+42,10000000,-16.375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,1
+43,1000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
+43,2000000,-23.21875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
+43,3000000,-22.421875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
+43,4000000,-23.625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
+43,5000000,-21.859375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
+43,6000000,-23.140625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
+43,7000000,-23.53125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
+43,8000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
+43,9000000,-23.859375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
+43,10000000,-23.453125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,1
 44,1000000,-23.59375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,1
 44,2000000,-23.1875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,1
 44,3000000,-23.546875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,1
@@ -10689,56 +10689,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.546875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,1
 44,9000000,-23.859375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,1
 44,10000000,-23.609375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,1
-45,1000000,-23.421875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-45,2000000,-23.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-45,3000000,-23.875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-45,4000000,-23.875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-45,5000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-45,6000000,-23.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-45,7000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-45,8000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-45,9000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-45,10000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,1
-46,1000000,-21.359375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-46,2000000,-19.5625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-46,3000000,-17.640625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-46,4000000,-18.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-46,5000000,-18.078125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-46,6000000,-17.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-46,7000000,-18.5,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-46,8000000,-17.734375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-46,9000000,-16.21875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-46,10000000,-15.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,1
-47,1000000,-22.90625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-47,2000000,-23.890625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-47,3000000,-23.984375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-47,4000000,-23.21875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-47,5000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-47,6000000,-23.28125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-47,7000000,-23.609375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-47,8000000,-23.421875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-47,9000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-47,10000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,1
-48,1000000,-20.796875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-48,2000000,-19.09375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-48,3000000,-18.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-48,4000000,-18.84375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-48,5000000,-17.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-48,6000000,-17.875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-48,7000000,-19.4375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-48,8000000,-16.328125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-48,9000000,-17.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-48,10000000,-17.59375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,1
-49,1000000,-23.375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
-49,2000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
-49,3000000,-23.90625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
-49,4000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
-49,5000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
-49,6000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
-49,7000000,-23.953125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
-49,8000000,-23.84375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
-49,9000000,-23.65625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
-49,10000000,-23.59375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,1
+45,1000000,-23.421875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+45,2000000,-23.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+45,3000000,-23.875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+45,4000000,-23.875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+45,5000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+45,6000000,-23.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+45,7000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+45,8000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+45,9000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+45,10000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,1
+46,1000000,-21.359375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+46,2000000,-19.5625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+46,3000000,-17.640625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+46,4000000,-18.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+46,5000000,-18.078125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+46,6000000,-17.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+46,7000000,-18.5,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+46,8000000,-17.734375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+46,9000000,-16.21875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+46,10000000,-15.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,1
+47,1000000,-22.90625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+47,2000000,-23.890625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+47,3000000,-23.984375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+47,4000000,-23.21875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+47,5000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+47,6000000,-23.28125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+47,7000000,-23.609375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+47,8000000,-23.421875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+47,9000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+47,10000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,1
+48,1000000,-20.796875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+48,2000000,-19.09375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+48,3000000,-18.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+48,4000000,-18.84375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+48,5000000,-17.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+48,6000000,-17.875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+48,7000000,-19.4375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+48,8000000,-16.328125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+48,9000000,-17.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+48,10000000,-17.59375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,1
+49,1000000,-23.375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,2000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,3000000,-23.90625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,4000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,5000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,6000000,-23.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,7000000,-23.953125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,8000000,-23.84375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,9000000,-23.65625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,10000000,-23.59375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
 50,1000000,-23.0625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
 50,2000000,-23.453125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
 50,3000000,-22.0,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
@@ -10749,26 +10749,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-23.8125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
 50,9000000,-21.15625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
 50,10000000,-23.125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
-51,1000000,-23.578125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,2000000,-23.546875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,3000000,-23.234375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,4000000,-23.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,5000000,-23.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,6000000,-23.328125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,7000000,-23.421875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,8000000,-23.453125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,9000000,-23.25,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,10000000,-23.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-52,1000000,-17.71875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,2000000,-17.234375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,3000000,-17.921875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,4000000,-16.46875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,5000000,-13.78125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,6000000,-15.390625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,7000000,-11.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,8000000,-10.796875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,9000000,-10.421875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,10000000,-11.296875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
+51,1000000,-23.578125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,2000000,-23.546875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,3000000,-23.234375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,4000000,-23.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,5000000,-23.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,6000000,-23.328125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,7000000,-23.421875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,8000000,-23.453125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,9000000,-23.25,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,10000000,-23.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+52,1000000,-17.71875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,2000000,-17.234375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,3000000,-17.921875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,4000000,-16.46875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,5000000,-13.78125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,6000000,-15.390625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,7000000,-11.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,8000000,-10.796875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,9000000,-10.421875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,10000000,-11.296875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
 53,1000000,-24.0,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,1
 53,2000000,-23.390625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,1
 53,3000000,-23.375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,1
@@ -10789,16 +10789,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-15.53125,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,1
 54,9000000,-16.640625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,1
 54,10000000,-13.984375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,1
-55,1000000,-20.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,2000000,-18.078125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,3000000,-17.421875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,4000000,-17.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,5000000,-14.390625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,6000000,-15.90625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,7000000,-13.421875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,8000000,-14.796875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,9000000,-13.703125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,10000000,-12.8125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
+55,1000000,-20.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,2000000,-18.078125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,3000000,-17.421875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,4000000,-17.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,5000000,-14.390625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,6000000,-15.90625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,7000000,-13.421875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,8000000,-14.796875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,9000000,-13.703125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,10000000,-12.8125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
 56,1000000,-23.953125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
 56,2000000,-22.546875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
 56,3000000,-19.65625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
@@ -10809,16 +10809,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-22.15625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
 56,9000000,-20.296875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
 56,10000000,-23.015625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
-57,1000000,-23.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,2000000,-23.21875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,3000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,4000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,5000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,6000000,-23.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,7000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,8000000,-23.453125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,9000000,-23.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,10000000,-23.515625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
+57,1000000,-23.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,2000000,-23.21875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,3000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,4000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,5000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,6000000,-23.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,7000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,8000000,-23.453125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,9000000,-23.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,10000000,-23.515625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
 58,1000000,-23.28125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
 58,2000000,-18.25,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
 58,3000000,-18.953125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
@@ -10829,26 +10829,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-13.84375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
 58,9000000,-15.96875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
 58,10000000,-14.765625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
-59,1000000,-23.484375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,2000000,-23.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,3000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,4000000,-23.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,5000000,-23.203125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,6000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,7000000,-23.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,8000000,-22.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,9000000,-22.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,10000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-60,1000000,-22.953125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,2000000,-23.140625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,3000000,-22.046875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,4000000,-23.703125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,5000000,-23.34375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,6000000,-23.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,7000000,-23.609375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,8000000,-23.484375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,9000000,-23.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,10000000,-23.90625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
+59,1000000,-23.484375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,2000000,-23.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,3000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,4000000,-23.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,5000000,-23.203125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,6000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,7000000,-23.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,8000000,-22.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,9000000,-22.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,10000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+60,1000000,-22.953125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,2000000,-23.140625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,3000000,-22.046875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,4000000,-23.703125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,5000000,-23.34375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,6000000,-23.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,7000000,-23.609375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,8000000,-23.484375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,9000000,-23.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,10000000,-23.90625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
 61,1000000,-20.265625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
 61,2000000,-20.578125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
 61,3000000,-14.328125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
@@ -10859,16 +10859,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-16.859375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
 61,9000000,-14.90625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
 61,10000000,-14.078125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
-62,1000000,-23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,2000000,-23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,3000000,-23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,4000000,-23.921875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,5000000,-23.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,6000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,7000000,-23.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,8000000,-23.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,9000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,10000000,-23.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
+62,1000000,-23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,2000000,-23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,3000000,-23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,4000000,-23.921875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,5000000,-23.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,6000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,7000000,-23.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,8000000,-23.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,9000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,10000000,-23.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
 63,1000000,-22.984375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
 63,2000000,-23.921875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
 63,3000000,-23.046875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
@@ -10879,16 +10879,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.53125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
 63,9000000,-23.328125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
 63,10000000,-23.484375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
-64,1000000,-16.828125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,2000000,-16.359375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,3000000,-15.6875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,4000000,-17.671875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,5000000,-15.578125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,6000000,-15.78125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,7000000,-13.96875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,8000000,-16.875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,9000000,-16.25,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,10000000,-16.671875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
+64,1000000,-16.828125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,2000000,-16.359375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,3000000,-15.6875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,4000000,-17.671875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,5000000,-15.578125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,6000000,-15.78125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,7000000,-13.96875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,8000000,-16.875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,9000000,-16.25,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,10000000,-16.671875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
 65,1000000,-17.5,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,1
 65,2000000,-18.546875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,1
 65,3000000,-19.53125,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,1
@@ -10909,16 +10909,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-20.828125,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,1
 66,9000000,-23.609375,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,1
 66,10000000,-23.5,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,1
-67,1000000,-23.171875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,2000000,-23.921875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,3000000,-23.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,4000000,-23.953125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,5000000,-23.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,6000000,-23.890625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,7000000,-23.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,8000000,-23.859375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,9000000,-23.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,10000000,-23.078125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
+67,1000000,-23.171875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
+67,2000000,-23.921875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
+67,3000000,-23.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
+67,4000000,-23.953125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
+67,5000000,-23.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
+67,6000000,-23.890625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
+67,7000000,-23.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
+67,8000000,-23.859375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
+67,9000000,-23.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
+67,10000000,-23.078125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
 68,1000000,-21.765625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,1
 68,2000000,-22.78125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,1
 68,3000000,-21.984375,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,1
@@ -10949,46 +10949,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-23.5625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,1
 70,9000000,-23.609375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,1
 70,10000000,-23.765625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,1
-71,1000000,-17.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,2000000,-18.78125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,3000000,-18.359375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,4000000,-18.03125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,5000000,-17.328125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,6000000,-19.203125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,7000000,-16.0,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,8000000,-18.65625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,9000000,-17.625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,10000000,-17.90625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-72,1000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-72,2000000,-22.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-72,3000000,-23.40625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-72,4000000,-23.875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-72,5000000,-23.484375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-72,6000000,-23.421875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-72,7000000,-23.640625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-72,8000000,-23.375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-72,9000000,-23.46875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-72,10000000,-23.53125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,1
-73,1000000,-23.3125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-73,2000000,-23.296875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-73,3000000,-23.015625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-73,4000000,-23.359375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-73,5000000,-23.4375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-73,6000000,-23.328125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-73,7000000,-23.40625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-73,8000000,-23.4375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-73,9000000,-23.5625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-73,10000000,-23.25,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,1
-74,1000000,-20.984375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
-74,2000000,-21.953125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
-74,3000000,-21.0,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
-74,4000000,-19.359375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
-74,5000000,-19.578125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
-74,6000000,-20.0625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
-74,7000000,-21.375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
-74,8000000,-20.671875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
-74,9000000,-23.5625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
-74,10000000,-21.578125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,1
+71,1000000,-17.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+71,2000000,-18.78125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+71,3000000,-18.359375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+71,4000000,-18.03125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+71,5000000,-17.328125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+71,6000000,-19.203125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+71,7000000,-16.0,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+71,8000000,-18.65625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+71,9000000,-17.625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+71,10000000,-17.90625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,1
+72,1000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+72,2000000,-22.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+72,3000000,-23.40625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+72,4000000,-23.875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+72,5000000,-23.484375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+72,6000000,-23.421875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+72,7000000,-23.640625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+72,8000000,-23.375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+72,9000000,-23.46875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+72,10000000,-23.53125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,1
+73,1000000,-23.3125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+73,2000000,-23.296875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+73,3000000,-23.015625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+73,4000000,-23.359375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+73,5000000,-23.4375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+73,6000000,-23.328125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+73,7000000,-23.40625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+73,8000000,-23.4375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+73,9000000,-23.5625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+73,10000000,-23.25,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,1
+74,1000000,-20.984375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
+74,2000000,-21.953125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
+74,3000000,-21.0,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
+74,4000000,-19.359375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
+74,5000000,-19.578125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
+74,6000000,-20.0625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
+74,7000000,-21.375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
+74,8000000,-20.671875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
+74,9000000,-23.5625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
+74,10000000,-21.578125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,1
 75,1000000,-23.703125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,1
 75,2000000,-23.6875,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,1
 75,3000000,-23.171875,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,1
@@ -11009,56 +11009,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-21.15625,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,1
 76,9000000,-22.296875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,1
 76,10000000,-21.09375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,1
-77,1000000,-23.40625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-77,2000000,-23.328125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-77,3000000,-23.453125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-77,4000000,-23.65625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-77,5000000,-23.828125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-77,6000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-77,7000000,-23.640625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-77,8000000,-23.375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-77,9000000,-23.90625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-77,10000000,-23.1875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,1
-78,1000000,-19.109375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-78,2000000,-18.375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-78,3000000,-19.375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-78,4000000,-20.140625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-78,5000000,-19.28125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-78,6000000,-20.015625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-78,7000000,-19.234375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-78,8000000,-18.390625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-78,9000000,-17.96875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-78,10000000,-16.03125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,1
-79,1000000,-18.0625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-79,2000000,-18.078125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-79,3000000,-18.96875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-79,4000000,-16.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-79,5000000,-16.53125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-79,6000000,-16.78125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-79,7000000,-16.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-79,8000000,-15.59375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-79,9000000,-17.3125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-79,10000000,-16.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,1
-80,1000000,-22.03125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-80,2000000,-23.484375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-80,3000000,-23.078125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-80,4000000,-23.75,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-80,5000000,-21.5,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-80,6000000,-21.03125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-80,7000000,-21.59375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-80,8000000,-23.625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-80,9000000,-23.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-80,10000000,-22.6875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,1
-81,1000000,-23.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
-81,2000000,-23.3125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
-81,3000000,-23.390625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
-81,4000000,-23.765625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
-81,5000000,-23.875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
-81,6000000,-23.34375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
-81,7000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
-81,8000000,-23.125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
-81,9000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
-81,10000000,-23.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,1
+77,1000000,-23.40625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+77,2000000,-23.328125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+77,3000000,-23.453125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+77,4000000,-23.65625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+77,5000000,-23.828125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+77,6000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+77,7000000,-23.640625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+77,8000000,-23.375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+77,9000000,-23.90625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+77,10000000,-23.1875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,1
+78,1000000,-19.109375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+78,2000000,-18.375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+78,3000000,-19.375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+78,4000000,-20.140625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+78,5000000,-19.28125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+78,6000000,-20.015625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+78,7000000,-19.234375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+78,8000000,-18.390625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+78,9000000,-17.96875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+78,10000000,-16.03125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,1
+79,1000000,-18.0625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+79,2000000,-18.078125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+79,3000000,-18.96875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+79,4000000,-16.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+79,5000000,-16.53125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+79,6000000,-16.78125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+79,7000000,-16.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+79,8000000,-15.59375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+79,9000000,-17.3125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+79,10000000,-16.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,1
+80,1000000,-22.03125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+80,2000000,-23.484375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+80,3000000,-23.078125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+80,4000000,-23.75,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+80,5000000,-21.5,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+80,6000000,-21.03125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+80,7000000,-21.59375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+80,8000000,-23.625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+80,9000000,-23.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+80,10000000,-22.6875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
+81,1000000,-23.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,2000000,-23.3125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,3000000,-23.390625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,4000000,-23.765625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,5000000,-23.875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,6000000,-23.34375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,7000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,8000000,-23.125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,9000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,10000000,-23.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
 82,1000000,-18.375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
 82,2000000,-18.375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
 82,3000000,-16.546875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
@@ -11069,46 +11069,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-15.71875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
 82,9000000,-13.046875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
 82,10000000,-13.015625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
-83,1000000,-23.984375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,2000000,-23.9375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,3000000,-23.921875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,4000000,-23.53125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,5000000,-22.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,6000000,-23.234375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,7000000,-23.640625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,8000000,-23.734375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,9000000,-23.53125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,10000000,-23.90625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-84,1000000,-20.546875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,2000000,-17.546875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,3000000,-18.40625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,4000000,-20.03125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,5000000,-18.171875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,6000000,-17.671875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,7000000,-17.03125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,8000000,-17.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,9000000,-18.296875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,10000000,-15.609375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-85,1000000,-23.515625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,2000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,3000000,-23.671875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,4000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,5000000,-23.46875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,6000000,-23.34375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,7000000,-23.453125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,8000000,-23.59375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,9000000,-23.109375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,10000000,-23.484375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-86,1000000,-19.4375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,2000000,-17.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,3000000,-15.953125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,4000000,-17.203125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,5000000,-14.859375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,6000000,-16.421875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,7000000,-17.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,8000000,-15.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,9000000,-17.4375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,10000000,-16.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
+83,1000000,-23.984375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+83,2000000,-23.9375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+83,3000000,-23.921875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+83,4000000,-23.53125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+83,5000000,-22.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+83,6000000,-23.234375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+83,7000000,-23.640625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+83,8000000,-23.734375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+83,9000000,-23.53125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+83,10000000,-23.90625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,1
+84,1000000,-20.546875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+84,2000000,-17.546875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+84,3000000,-18.40625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+84,4000000,-20.03125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+84,5000000,-18.171875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+84,6000000,-17.671875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+84,7000000,-17.03125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+84,8000000,-17.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+84,9000000,-18.296875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+84,10000000,-15.609375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,1
+85,1000000,-23.515625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+85,2000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+85,3000000,-23.671875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+85,4000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+85,5000000,-23.46875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+85,6000000,-23.34375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+85,7000000,-23.453125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+85,8000000,-23.59375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+85,9000000,-23.109375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+85,10000000,-23.484375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+86,1000000,-19.4375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,2000000,-17.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,3000000,-15.953125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,4000000,-17.203125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,5000000,-14.859375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,6000000,-16.421875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,7000000,-17.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,8000000,-15.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,9000000,-17.4375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,10000000,-16.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
 87,1000000,-23.875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
 87,2000000,-21.921875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
 87,3000000,-21.671875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
@@ -11119,16 +11119,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-23.0,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
 87,9000000,-21.171875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
 87,10000000,-23.671875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
-88,1000000,-22.25,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,2000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,3000000,-23.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,4000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,5000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,6000000,-23.578125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,7000000,-23.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,8000000,-23.21875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,9000000,-23.234375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,10000000,-23.640625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
+88,1000000,-22.25,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,2000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,3000000,-23.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,4000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,5000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,6000000,-23.578125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,7000000,-23.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,8000000,-23.21875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,9000000,-23.234375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,10000000,-23.640625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
 89,1000000,-19.3125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
 89,2000000,-18.390625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
 89,3000000,-20.984375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
@@ -11139,36 +11139,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-19.390625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
 89,9000000,-22.609375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
 89,10000000,-21.25,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
-90,1000000,-23.984375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,2000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,3000000,-23.421875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,4000000,-23.40625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,5000000,-23.5,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,6000000,-23.328125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,7000000,-22.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,8000000,-23.21875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,9000000,-22.828125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,10000000,-23.0625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-91,1000000,-21.375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,2000000,-18.34375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,3000000,-18.265625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,4000000,-19.375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,5000000,-18.140625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,6000000,-18.9375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,7000000,-17.984375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,8000000,-16.90625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,9000000,-17.453125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,10000000,-18.328125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-92,1000000,-23.859375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
-92,2000000,-22.0,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
-92,3000000,-23.515625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
-92,4000000,-22.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
-92,5000000,-23.703125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
-92,6000000,-22.859375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
-92,7000000,-23.046875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
-92,8000000,-23.4375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
-92,9000000,-23.390625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
-92,10000000,-23.671875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,1
+90,1000000,-23.984375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+90,2000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+90,3000000,-23.421875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+90,4000000,-23.40625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+90,5000000,-23.5,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+90,6000000,-23.328125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+90,7000000,-22.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+90,8000000,-23.21875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+90,9000000,-22.828125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+90,10000000,-23.0625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,1
+91,1000000,-21.375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+91,2000000,-18.34375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+91,3000000,-18.265625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+91,4000000,-19.375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+91,5000000,-18.140625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+91,6000000,-18.9375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+91,7000000,-17.984375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+91,8000000,-16.90625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+91,9000000,-17.453125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+91,10000000,-18.328125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,1
+92,1000000,-23.859375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
+92,2000000,-22.0,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
+92,3000000,-23.515625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
+92,4000000,-22.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
+92,5000000,-23.703125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
+92,6000000,-22.859375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
+92,7000000,-23.046875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
+92,8000000,-23.4375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
+92,9000000,-23.390625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
+92,10000000,-23.671875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
 93,1000000,-23.90625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
 93,2000000,-23.953125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
 93,3000000,-23.9375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
@@ -11179,36 +11179,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-23.21875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
 93,9000000,-23.921875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
 93,10000000,-23.015625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
-94,1000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-94,2000000,-23.234375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-94,3000000,-23.296875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-94,4000000,-23.890625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-94,5000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-94,6000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-94,7000000,-23.859375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-94,8000000,-23.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-94,9000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-94,10000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,1
-95,1000000,-21.609375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-95,2000000,-19.625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-95,3000000,-18.9375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-95,4000000,-18.578125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-95,5000000,-18.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-95,6000000,-18.21875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-95,7000000,-19.5625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-95,8000000,-19.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-95,9000000,-18.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-95,10000000,-18.265625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,1
-96,1000000,-17.328125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
-96,2000000,-23.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
-96,3000000,-20.34375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
-96,4000000,-23.4375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
-96,5000000,-22.75,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
-96,6000000,-23.578125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
-96,7000000,-23.46875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
-96,8000000,-23.921875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
-96,9000000,-23.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
-96,10000000,-23.921875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,1
+94,1000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+94,2000000,-23.234375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+94,3000000,-23.296875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+94,4000000,-23.890625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+94,5000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+94,6000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+94,7000000,-23.859375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+94,8000000,-23.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+94,9000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+94,10000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,1
+95,1000000,-21.609375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+95,2000000,-19.625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+95,3000000,-18.9375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+95,4000000,-18.578125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+95,5000000,-18.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+95,6000000,-18.21875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+95,7000000,-19.5625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+95,8000000,-19.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+95,9000000,-18.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+95,10000000,-18.265625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,1
+96,1000000,-17.328125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
+96,2000000,-23.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
+96,3000000,-20.34375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
+96,4000000,-23.4375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
+96,5000000,-22.75,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
+96,6000000,-23.578125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
+96,7000000,-23.46875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
+96,8000000,-23.921875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
+96,9000000,-23.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
+96,10000000,-23.921875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,1
 97,1000000,-23.859375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,1
 97,2000000,-23.4375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,1
 97,3000000,-23.9375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,1
@@ -11229,36 +11229,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-23.1875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,1
 98,9000000,-23.921875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,1
 98,10000000,-23.578125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,1
-99,1000000,-19.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-99,2000000,-18.984375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-99,3000000,-19.8125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-99,4000000,-20.796875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-99,5000000,-22.84375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-99,6000000,-21.875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-99,7000000,-18.140625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-99,8000000,-18.84375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-99,9000000,-18.03125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-99,10000000,-17.28125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,1
-100,1000000,-23.5625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-100,2000000,-23.71875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-100,3000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-100,4000000,-23.609375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-100,5000000,-23.40625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-100,6000000,-23.71875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-100,7000000,-23.546875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-100,8000000,-23.1875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-100,9000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-100,10000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,1
-101,1000000,-18.515625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
-101,2000000,-16.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
-101,3000000,-16.09375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
-101,4000000,-15.125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
-101,5000000,-17.203125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
-101,6000000,-15.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
-101,7000000,-18.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
-101,8000000,-15.421875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
-101,9000000,-15.65625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
-101,10000000,-16.171875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,1
+99,1000000,-19.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+99,2000000,-18.984375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+99,3000000,-19.8125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+99,4000000,-20.796875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+99,5000000,-22.84375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+99,6000000,-21.875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+99,7000000,-18.140625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+99,8000000,-18.84375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+99,9000000,-18.03125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+99,10000000,-17.28125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,1
+100,1000000,-23.5625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+100,2000000,-23.71875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+100,3000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+100,4000000,-23.609375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+100,5000000,-23.40625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+100,6000000,-23.71875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+100,7000000,-23.546875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+100,8000000,-23.1875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+100,9000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+100,10000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,1
+101,1000000,-18.515625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
+101,2000000,-16.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
+101,3000000,-16.09375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
+101,4000000,-15.125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
+101,5000000,-17.203125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
+101,6000000,-15.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
+101,7000000,-18.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
+101,8000000,-15.421875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
+101,9000000,-15.65625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
+101,10000000,-16.171875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,1
 102,1000000,-18.78125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,1
 102,2000000,-18.125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,1
 102,3000000,-17.6875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,1
@@ -11289,56 +11289,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-19.578125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,1
 104,9000000,-20.453125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,1
 104,10000000,-21.078125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,1
-105,1000000,-23.3125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-105,2000000,-23.28125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-105,3000000,-23.578125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-105,4000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-105,5000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-105,6000000,-23.53125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-105,7000000,-23.5625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-105,8000000,-23.4375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-105,9000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-105,10000000,-23.25,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,1
-106,1000000,-22.328125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-106,2000000,-23.265625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-106,3000000,-23.625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-106,4000000,-22.71875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-106,5000000,-22.796875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-106,6000000,-22.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-106,7000000,-23.015625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-106,8000000,-23.09375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-106,9000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-106,10000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,1
-107,1000000,-18.015625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-107,2000000,-18.546875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-107,3000000,-18.015625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-107,4000000,-18.578125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-107,5000000,-17.8125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-107,6000000,-19.25,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-107,7000000,-18.15625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-107,8000000,-18.625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-107,9000000,-19.015625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-107,10000000,-19.6875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,1
-108,1000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-108,2000000,-23.453125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-108,3000000,-23.4375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-108,4000000,-23.40625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-108,5000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-108,6000000,-23.609375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-108,7000000,-23.578125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-108,8000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-108,9000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-108,10000000,-23.4375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,1
-109,1000000,-23.65625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
-109,2000000,-20.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
-109,3000000,-23.65625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
-109,4000000,-23.234375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
-109,5000000,-23.34375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
-109,6000000,-23.421875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
-109,7000000,-23.484375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
-109,8000000,-23.234375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
-109,9000000,-23.90625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
-109,10000000,-22.96875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,1
+105,1000000,-23.3125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+105,2000000,-23.28125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+105,3000000,-23.578125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+105,4000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+105,5000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+105,6000000,-23.53125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+105,7000000,-23.5625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+105,8000000,-23.4375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+105,9000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+105,10000000,-23.25,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,1
+106,1000000,-22.328125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+106,2000000,-23.265625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+106,3000000,-23.625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+106,4000000,-22.71875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+106,5000000,-22.796875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+106,6000000,-22.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+106,7000000,-23.015625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+106,8000000,-23.09375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+106,9000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+106,10000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,1
+107,1000000,-18.015625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+107,2000000,-18.546875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+107,3000000,-18.015625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+107,4000000,-18.578125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+107,5000000,-17.8125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+107,6000000,-19.25,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+107,7000000,-18.15625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+107,8000000,-18.625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+107,9000000,-19.015625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+107,10000000,-19.6875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,1
+108,1000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+108,2000000,-23.453125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+108,3000000,-23.4375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+108,4000000,-23.40625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+108,5000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+108,6000000,-23.609375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+108,7000000,-23.578125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+108,8000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+108,9000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+108,10000000,-23.4375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,1
+109,1000000,-23.65625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
+109,2000000,-20.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
+109,3000000,-23.65625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
+109,4000000,-23.234375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
+109,5000000,-23.34375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
+109,6000000,-23.421875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
+109,7000000,-23.484375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
+109,8000000,-23.234375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
+109,9000000,-23.90625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
+109,10000000,-22.96875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
 110,1000000,-22.890625,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,1
 110,2000000,-23.859375,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,1
 110,3000000,-23.53125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,1
@@ -11359,36 +11359,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.953125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,1
 111,9000000,-23.4375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,1
 111,10000000,-23.9375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,1
-112,1000000,-18.828125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,2000000,-15.828125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,3000000,-19.4375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,4000000,-20.515625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,5000000,-22.734375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,6000000,-22.296875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,7000000,-22.609375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,8000000,-23.265625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,9000000,-23.140625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,10000000,-23.21875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-113,1000000,-23.375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-113,2000000,-23.609375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-113,3000000,-23.9375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-113,4000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-113,5000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-113,6000000,-23.71875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-113,7000000,-22.71875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-113,8000000,-22.171875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-113,9000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-113,10000000,-23.84375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,1
-114,1000000,-23.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
-114,2000000,-23.484375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
-114,3000000,-23.640625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
-114,4000000,-23.65625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
-114,5000000,-23.578125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
-114,6000000,-23.609375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
-114,7000000,-23.71875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
-114,8000000,-23.6875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
-114,9000000,-23.65625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
-114,10000000,-23.5,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,1
+112,1000000,-18.828125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+112,2000000,-15.828125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+112,3000000,-19.4375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+112,4000000,-20.515625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+112,5000000,-22.734375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+112,6000000,-22.296875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+112,7000000,-22.609375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+112,8000000,-23.265625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+112,9000000,-23.140625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+112,10000000,-23.21875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,1
+113,1000000,-23.375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+113,2000000,-23.609375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+113,3000000,-23.9375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+113,4000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+113,5000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+113,6000000,-23.71875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+113,7000000,-22.71875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+113,8000000,-22.171875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+113,9000000,-23.921875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+113,10000000,-23.84375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,1
+114,1000000,-23.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
+114,2000000,-23.484375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
+114,3000000,-23.640625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
+114,4000000,-23.65625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
+114,5000000,-23.578125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
+114,6000000,-23.609375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
+114,7000000,-23.71875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
+114,8000000,-23.6875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
+114,9000000,-23.65625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
+114,10000000,-23.5,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,1
 115,1000000,-23.328125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
 115,2000000,-21.5625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
 115,3000000,-22.546875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
@@ -11399,26 +11399,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-23.796875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
 115,9000000,-23.21875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
 115,10000000,-23.34375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
-116,1000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-116,2000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-116,3000000,-23.796875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-116,4000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-116,5000000,-23.46875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-116,6000000,-23.546875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-116,7000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-116,8000000,-23.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-116,9000000,-23.375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-116,10000000,-23.71875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,1
-117,1000000,-23.59375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
-117,2000000,-23.4375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
-117,3000000,-23.421875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
-117,4000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
-117,5000000,-22.984375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
-117,6000000,-23.5,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
-117,7000000,-23.65625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
-117,8000000,-23.9375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
-117,9000000,-23.953125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
-117,10000000,-23.984375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,1
+116,1000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+116,2000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+116,3000000,-23.796875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+116,4000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+116,5000000,-23.46875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+116,6000000,-23.546875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+116,7000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+116,8000000,-23.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+116,9000000,-23.375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+116,10000000,-23.71875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,1
+117,1000000,-23.59375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
+117,2000000,-23.4375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
+117,3000000,-23.421875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
+117,4000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
+117,5000000,-22.984375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
+117,6000000,-23.5,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
+117,7000000,-23.65625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
+117,8000000,-23.9375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
+117,9000000,-23.953125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
+117,10000000,-23.984375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,1
 118,1000000,-19.375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
 118,2000000,-19.28125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
 118,3000000,-19.078125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
@@ -11429,56 +11429,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-19.21875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
 118,9000000,-18.59375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
 118,10000000,-19.890625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
-119,1000000,-23.359375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-119,2000000,-23.015625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-119,3000000,-22.484375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-119,4000000,-22.09375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-119,5000000,-23.96875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-119,6000000,-23.375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-119,7000000,-23.953125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-119,8000000,-23.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-119,9000000,-23.953125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-119,10000000,-23.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,1
-120,1000000,-21.25,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-120,2000000,-22.515625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-120,3000000,-23.421875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-120,4000000,-22.890625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-120,5000000,-21.625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-120,6000000,-21.84375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-120,7000000,-21.84375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-120,8000000,-23.296875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-120,9000000,-23.203125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-120,10000000,-23.46875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,1
-121,1000000,-23.484375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-121,2000000,-23.984375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-121,3000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-121,4000000,-23.375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-121,5000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-121,6000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-121,7000000,-23.3125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-121,8000000,-23.515625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-121,9000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-121,10000000,-23.9375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,1
-122,1000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-122,2000000,-23.640625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-122,3000000,-23.640625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-122,4000000,-23.46875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-122,5000000,-23.59375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-122,6000000,-23.4375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-122,7000000,-23.59375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-122,8000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-122,9000000,-23.578125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-122,10000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,1
-123,1000000,-18.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
-123,2000000,-17.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
-123,3000000,-18.96875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
-123,4000000,-20.5625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
-123,5000000,-20.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
-123,6000000,-18.546875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
-123,7000000,-19.859375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
-123,8000000,-19.4375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
-123,9000000,-19.515625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
-123,10000000,-19.46875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,1
+119,1000000,-23.359375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+119,2000000,-23.015625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+119,3000000,-22.484375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+119,4000000,-22.09375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+119,5000000,-23.96875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+119,6000000,-23.375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+119,7000000,-23.953125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+119,8000000,-23.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+119,9000000,-23.953125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+119,10000000,-23.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,1
+120,1000000,-21.25,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+120,2000000,-22.515625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+120,3000000,-23.421875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+120,4000000,-22.890625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+120,5000000,-21.625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+120,6000000,-21.84375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+120,7000000,-21.84375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+120,8000000,-23.296875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+120,9000000,-23.203125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+120,10000000,-23.46875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,1
+121,1000000,-23.484375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+121,2000000,-23.984375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+121,3000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+121,4000000,-23.375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+121,5000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+121,6000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+121,7000000,-23.3125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+121,8000000,-23.515625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+121,9000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+121,10000000,-23.9375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,1
+122,1000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+122,2000000,-23.640625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+122,3000000,-23.640625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+122,4000000,-23.46875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+122,5000000,-23.59375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+122,6000000,-23.4375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+122,7000000,-23.59375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+122,8000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+122,9000000,-23.578125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+122,10000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,1
+123,1000000,-18.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
+123,2000000,-17.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
+123,3000000,-18.96875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
+123,4000000,-20.5625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
+123,5000000,-20.8125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
+123,6000000,-18.546875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
+123,7000000,-19.859375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
+123,8000000,-19.4375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
+123,9000000,-19.515625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
+123,10000000,-19.46875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,1
 124,1000000,-21.640625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,1
 124,2000000,-17.859375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,1
 124,3000000,-17.296875,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,1
@@ -11489,136 +11489,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-17.609375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,1
 124,9000000,-20.765625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,1
 124,10000000,-21.1875,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,1
-125,1000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-125,2000000,-23.390625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-125,3000000,-23.515625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-125,4000000,-23.40625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-125,5000000,-23.5,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-125,6000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-125,7000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-125,8000000,-23.515625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-125,9000000,-23.375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-125,10000000,-23.515625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,1
-126,1000000,-23.53125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-126,2000000,-23.5,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-126,3000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-126,4000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-126,5000000,-23.578125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-126,6000000,-23.296875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-126,7000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-126,8000000,-23.609375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-126,9000000,-23.59375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-126,10000000,-23.5,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,1
-127,1000000,-23.546875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-127,2000000,-22.546875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-127,3000000,-22.734375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-127,4000000,-21.90625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-127,5000000,-23.109375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-127,6000000,-23.1875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-127,7000000,-23.390625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-127,8000000,-23.390625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-127,9000000,-23.953125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-127,10000000,-23.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,1
-128,1000000,-21.75,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-128,2000000,-23.203125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-128,3000000,-23.03125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-128,4000000,-23.375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-128,5000000,-22.984375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-128,6000000,-23.609375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-128,7000000,-23.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-128,8000000,-23.25,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-128,9000000,-23.15625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-128,10000000,-23.453125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,1
-129,1000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-129,2000000,-23.921875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-129,3000000,-23.078125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-129,4000000,-23.859375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-129,5000000,-23.859375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-129,6000000,-23.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-129,7000000,-23.84375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-129,8000000,-23.65625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-129,9000000,-23.671875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-129,10000000,-23.625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,1
-130,1000000,-22.140625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-130,2000000,-21.265625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-130,3000000,-20.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-130,4000000,-23.046875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-130,5000000,-23.328125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-130,6000000,-23.546875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-130,7000000,-23.265625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-130,8000000,-22.25,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-130,9000000,-23.109375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-130,10000000,-22.828125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,1
-131,1000000,-22.71875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-131,2000000,-22.5,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-131,3000000,-23.5625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-131,4000000,-23.453125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-131,5000000,-18.734375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-131,6000000,-22.671875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-131,7000000,-23.9375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-131,8000000,-20.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-131,9000000,-21.3125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-131,10000000,-20.5625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,1
-132,1000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-132,2000000,-23.453125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-132,3000000,-23.546875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-132,4000000,-23.453125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-132,5000000,-23.6875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-132,6000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-132,7000000,-23.546875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-132,8000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-132,9000000,-23.640625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-132,10000000,-23.21875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,1
-133,1000000,-23.5,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-133,2000000,-23.59375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-133,3000000,-23.5625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-133,4000000,-23.625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-133,5000000,-23.71875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-133,6000000,-23.5625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-133,7000000,-23.421875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-133,8000000,-23.859375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-133,9000000,-23.859375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-133,10000000,-23.421875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,1
-134,1000000,-23.265625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-134,2000000,-23.875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-134,3000000,-23.71875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-134,4000000,-22.765625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-134,5000000,-21.5625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-134,6000000,-23.375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-134,7000000,-23.25,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-134,8000000,-23.921875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-134,9000000,-23.125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-134,10000000,-23.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,1
-135,1000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-135,2000000,-23.40625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-135,3000000,-23.625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-135,4000000,-23.453125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-135,5000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-135,6000000,-23.609375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-135,7000000,-23.375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-135,8000000,-23.3125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-135,9000000,-23.34375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-135,10000000,-23.4375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,1
-136,1000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-136,2000000,-23.75,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-136,3000000,-23.875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-136,4000000,-23.78125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-136,5000000,-23.828125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-136,6000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-136,7000000,-23.859375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-136,8000000,-23.859375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-136,9000000,-23.796875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-136,10000000,-23.84375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,1
-137,1000000,-23.78125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
-137,2000000,-23.953125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
-137,3000000,-23.34375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
-137,4000000,-23.375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
-137,5000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
-137,6000000,-23.421875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
-137,7000000,-23.609375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
-137,8000000,-23.265625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
-137,9000000,-23.953125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
-137,10000000,-23.625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,1
+125,1000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+125,2000000,-23.390625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+125,3000000,-23.515625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+125,4000000,-23.40625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+125,5000000,-23.5,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+125,6000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+125,7000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+125,8000000,-23.515625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+125,9000000,-23.375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+125,10000000,-23.515625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,1
+126,1000000,-23.53125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+126,2000000,-23.5,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+126,3000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+126,4000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+126,5000000,-23.578125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+126,6000000,-23.296875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+126,7000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+126,8000000,-23.609375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+126,9000000,-23.59375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+126,10000000,-23.5,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,1
+127,1000000,-23.546875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+127,2000000,-22.546875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+127,3000000,-22.734375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+127,4000000,-21.90625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+127,5000000,-23.109375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+127,6000000,-23.1875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+127,7000000,-23.390625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+127,8000000,-23.390625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+127,9000000,-23.953125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+127,10000000,-23.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,1
+128,1000000,-21.75,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+128,2000000,-23.203125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+128,3000000,-23.03125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+128,4000000,-23.375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+128,5000000,-22.984375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+128,6000000,-23.609375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+128,7000000,-23.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+128,8000000,-23.25,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+128,9000000,-23.15625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+128,10000000,-23.453125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,1
+129,1000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+129,2000000,-23.921875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+129,3000000,-23.078125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+129,4000000,-23.859375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+129,5000000,-23.859375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+129,6000000,-23.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+129,7000000,-23.84375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+129,8000000,-23.65625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+129,9000000,-23.671875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+129,10000000,-23.625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,1
+130,1000000,-22.140625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+130,2000000,-21.265625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+130,3000000,-20.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+130,4000000,-23.046875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+130,5000000,-23.328125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+130,6000000,-23.546875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+130,7000000,-23.265625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+130,8000000,-22.25,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+130,9000000,-23.109375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+130,10000000,-22.828125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,1
+131,1000000,-22.71875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+131,2000000,-22.5,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+131,3000000,-23.5625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+131,4000000,-23.453125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+131,5000000,-18.734375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+131,6000000,-22.671875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+131,7000000,-23.9375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+131,8000000,-20.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+131,9000000,-21.3125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+131,10000000,-20.5625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,1
+132,1000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+132,2000000,-23.453125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+132,3000000,-23.546875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+132,4000000,-23.453125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+132,5000000,-23.6875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+132,6000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+132,7000000,-23.546875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+132,8000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+132,9000000,-23.640625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+132,10000000,-23.21875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,1
+133,1000000,-23.5,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+133,2000000,-23.59375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+133,3000000,-23.5625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+133,4000000,-23.625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+133,5000000,-23.71875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+133,6000000,-23.5625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+133,7000000,-23.421875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+133,8000000,-23.859375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+133,9000000,-23.859375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+133,10000000,-23.421875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,1
+134,1000000,-23.265625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+134,2000000,-23.875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+134,3000000,-23.71875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+134,4000000,-22.765625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+134,5000000,-21.5625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+134,6000000,-23.375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+134,7000000,-23.25,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+134,8000000,-23.921875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+134,9000000,-23.125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+134,10000000,-23.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,1
+135,1000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+135,2000000,-23.40625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+135,3000000,-23.625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+135,4000000,-23.453125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+135,5000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+135,6000000,-23.609375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+135,7000000,-23.375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+135,8000000,-23.3125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+135,9000000,-23.34375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+135,10000000,-23.4375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,1
+136,1000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+136,2000000,-23.75,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+136,3000000,-23.875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+136,4000000,-23.78125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+136,5000000,-23.828125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+136,6000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+136,7000000,-23.859375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+136,8000000,-23.859375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+136,9000000,-23.796875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+136,10000000,-23.84375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,1
+137,1000000,-23.78125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
+137,2000000,-23.953125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
+137,3000000,-23.34375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
+137,4000000,-23.375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
+137,5000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
+137,6000000,-23.421875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
+137,7000000,-23.609375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
+137,8000000,-23.265625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
+137,9000000,-23.953125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
+137,10000000,-23.625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,1
 138,1000000,-22.90625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,1
 138,2000000,-22.078125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,1
 138,3000000,-22.25,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,1
@@ -11629,56 +11629,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-20.5625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,1
 138,9000000,-22.53125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,1
 138,10000000,-21.53125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,1
-139,1000000,-21.65625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-139,2000000,-23.375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-139,3000000,-23.546875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-139,4000000,-23.0,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-139,5000000,-22.609375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-139,6000000,-21.4375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-139,7000000,-22.9375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-139,8000000,-20.90625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-139,9000000,-21.578125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-139,10000000,-21.828125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,1
-140,1000000,-22.21875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-140,2000000,-17.8125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-140,3000000,-19.21875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-140,4000000,-18.484375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-140,5000000,-17.828125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-140,6000000,-14.015625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-140,7000000,-14.234375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-140,8000000,-17.625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-140,9000000,-17.109375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-140,10000000,-16.8125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,1
-141,1000000,-17.640625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-141,2000000,-17.59375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-141,3000000,-17.890625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-141,4000000,-17.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-141,5000000,-17.375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-141,6000000,-17.625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-141,7000000,-17.734375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-141,8000000,-17.953125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-141,9000000,-18.296875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-141,10000000,-18.53125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,1
-142,1000000,-23.578125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-142,2000000,-19.328125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-142,3000000,-18.796875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-142,4000000,-17.421875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-142,5000000,-17.015625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-142,6000000,-17.203125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-142,7000000,-15.671875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-142,8000000,-15.546875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-142,9000000,-13.25,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-142,10000000,-14.0,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,1
-143,1000000,-23.421875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
-143,2000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
-143,3000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
-143,4000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
-143,5000000,-23.15625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
-143,6000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
-143,7000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
-143,8000000,-23.375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
-143,9000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
-143,10000000,-23.453125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,1
+139,1000000,-21.65625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+139,2000000,-23.375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+139,3000000,-23.546875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+139,4000000,-23.0,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+139,5000000,-22.609375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+139,6000000,-21.4375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+139,7000000,-22.9375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+139,8000000,-20.90625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+139,9000000,-21.578125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+139,10000000,-21.828125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,1
+140,1000000,-22.21875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+140,2000000,-17.8125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+140,3000000,-19.21875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+140,4000000,-18.484375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+140,5000000,-17.828125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+140,6000000,-14.015625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+140,7000000,-14.234375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+140,8000000,-17.625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+140,9000000,-17.109375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+140,10000000,-16.8125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,1
+141,1000000,-17.640625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+141,2000000,-17.59375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+141,3000000,-17.890625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+141,4000000,-17.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+141,5000000,-17.375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+141,6000000,-17.625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+141,7000000,-17.734375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+141,8000000,-17.953125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+141,9000000,-18.296875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+141,10000000,-18.53125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,1
+142,1000000,-23.578125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+142,2000000,-19.328125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+142,3000000,-18.796875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+142,4000000,-17.421875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+142,5000000,-17.015625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+142,6000000,-17.203125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+142,7000000,-15.671875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+142,8000000,-15.546875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+142,9000000,-13.25,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+142,10000000,-14.0,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,1
+143,1000000,-23.421875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,2000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,3000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,4000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,5000000,-23.15625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,6000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,7000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,8000000,-23.375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,9000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,10000000,-23.453125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
 144,1000000,-23.15625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
 144,2000000,-23.265625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
 144,3000000,-19.90625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
@@ -11689,36 +11689,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-23.421875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
 144,9000000,-21.484375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
 144,10000000,-23.3125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
-145,1000000,-23.296875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,2000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,3000000,-23.625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,4000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,5000000,-23.6875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,6000000,-23.671875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,7000000,-23.875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,8000000,-23.765625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,9000000,-23.359375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,10000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-146,1000000,-23.3125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,2000000,-23.296875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,3000000,-23.859375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,4000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,5000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,6000000,-23.640625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,7000000,-23.59375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,8000000,-23.515625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,9000000,-23.578125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,10000000,-23.46875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-147,1000000,-22.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
-147,2000000,-23.671875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
-147,3000000,-23.625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
-147,4000000,-23.984375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
-147,5000000,-22.125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
-147,6000000,-23.515625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
-147,7000000,-22.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
-147,8000000,-22.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
-147,9000000,-22.4375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
-147,10000000,-23.015625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
+145,1000000,-23.296875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+145,2000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+145,3000000,-23.625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+145,4000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+145,5000000,-23.6875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+145,6000000,-23.671875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+145,7000000,-23.875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+145,8000000,-23.765625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+145,9000000,-23.359375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+145,10000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,1
+146,1000000,-23.3125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+146,2000000,-23.296875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+146,3000000,-23.859375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+146,4000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+146,5000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+146,6000000,-23.640625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+146,7000000,-23.59375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+146,8000000,-23.515625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+146,9000000,-23.578125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+146,10000000,-23.46875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,1
+147,1000000,-22.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,2000000,-23.671875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,3000000,-23.625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,4000000,-23.984375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,5000000,-22.125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,6000000,-23.515625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,7000000,-22.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,8000000,-22.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,9000000,-22.4375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,10000000,-23.015625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
 148,1000000,-23.953125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
 148,2000000,-23.46875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
 148,3000000,-23.9375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
@@ -11729,16 +11729,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-23.1875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
 148,9000000,-24.0,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
 148,10000000,-22.9375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
-149,1000000,-18.375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,2000000,-18.359375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,3000000,-17.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,4000000,-19.0625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,5000000,-17.828125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,6000000,-17.921875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,7000000,-17.234375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,8000000,-18.15625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,9000000,-17.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,10000000,-17.296875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
+149,1000000,-18.375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,2000000,-18.359375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,3000000,-17.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,4000000,-19.0625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,5000000,-17.828125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,6000000,-17.921875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,7000000,-17.234375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,8000000,-18.15625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,9000000,-17.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,10000000,-17.296875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
 150,1000000,-19.046875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
 150,2000000,-19.21875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
 150,3000000,-18.71875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
@@ -11749,26 +11749,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-18.421875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
 150,9000000,-17.515625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
 150,10000000,-18.359375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
-151,1000000,-23.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,2000000,-20.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,3000000,-23.6875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,4000000,-22.671875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,5000000,-23.390625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,6000000,-23.765625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,7000000,-23.328125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,8000000,-21.5,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,9000000,-23.8125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,10000000,-23.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-152,1000000,-19.390625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
-152,2000000,-18.515625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
-152,3000000,-19.09375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
-152,4000000,-18.1875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
-152,5000000,-18.3125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
-152,6000000,-18.703125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
-152,7000000,-17.234375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
-152,8000000,-18.359375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
-152,9000000,-17.578125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
-152,10000000,-17.03125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,1
+151,1000000,-23.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+151,2000000,-20.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+151,3000000,-23.6875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+151,4000000,-22.671875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+151,5000000,-23.390625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+151,6000000,-23.765625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+151,7000000,-23.328125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+151,8000000,-21.5,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+151,9000000,-23.8125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+151,10000000,-23.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,1
+152,1000000,-19.390625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
+152,2000000,-18.515625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
+152,3000000,-19.09375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
+152,4000000,-18.1875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
+152,5000000,-18.3125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
+152,6000000,-18.703125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
+152,7000000,-17.234375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
+152,8000000,-18.359375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
+152,9000000,-17.578125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
+152,10000000,-17.03125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,1
 153,1000000,-23.078125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,1
 153,2000000,-22.96875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,1
 153,3000000,-22.953125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,1
@@ -11789,16 +11789,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-17.953125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,1
 154,9000000,-16.84375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,1
 154,10000000,-18.609375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,1
-155,1000000,-21.828125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
-155,2000000,-20.0625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
-155,3000000,-17.6875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
-155,4000000,-19.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
-155,5000000,-17.875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
-155,6000000,-18.5,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
-155,7000000,-18.046875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
-155,8000000,-17.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
-155,9000000,-18.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
-155,10000000,-17.640625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,1
+155,1000000,-21.828125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
+155,2000000,-20.0625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
+155,3000000,-17.6875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
+155,4000000,-19.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
+155,5000000,-17.875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
+155,6000000,-18.5,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
+155,7000000,-18.046875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
+155,8000000,-17.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
+155,9000000,-18.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
+155,10000000,-17.640625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,1
 156,1000000,-19.609375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
 156,2000000,-19.421875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
 156,3000000,-17.9375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
@@ -11809,106 +11809,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-17.328125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
 156,9000000,-19.0,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
 156,10000000,-18.671875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
-157,1000000,-23.265625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-157,2000000,-22.640625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-157,3000000,-22.71875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-157,4000000,-18.921875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-157,5000000,-21.9375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-157,6000000,-20.453125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-157,7000000,-21.59375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-157,8000000,-19.640625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-157,9000000,-23.578125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-157,10000000,-22.078125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,1
-158,1000000,-23.40625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-158,2000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-158,3000000,-23.390625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-158,4000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-158,5000000,-23.40625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-158,6000000,-23.828125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-158,7000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-158,8000000,-22.65625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-158,9000000,-23.90625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-158,10000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,1
-159,1000000,-17.25,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-159,2000000,-15.5625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-159,3000000,-15.953125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-159,4000000,-18.328125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-159,5000000,-18.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-159,6000000,-16.921875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-159,7000000,-17.40625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-159,8000000,-16.5625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-159,9000000,-16.640625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-159,10000000,-16.046875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,1
-160,1000000,-23.453125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-160,2000000,-23.53125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-160,3000000,-23.484375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-160,4000000,-23.515625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-160,5000000,-23.484375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-160,6000000,-23.46875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-160,7000000,-23.015625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-160,8000000,-22.828125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-160,9000000,-22.09375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-160,10000000,-22.3125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,1
-161,1000000,-19.390625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-161,2000000,-20.015625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-161,3000000,-18.890625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-161,4000000,-18.03125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-161,5000000,-20.25,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-161,6000000,-19.046875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-161,7000000,-19.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-161,8000000,-18.515625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-161,9000000,-17.90625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-161,10000000,-17.9375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,1
-162,1000000,-23.546875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-162,2000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-162,3000000,-23.65625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-162,4000000,-23.5625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-162,5000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-162,6000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-162,7000000,-23.828125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-162,8000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-162,9000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-162,10000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,1
-163,1000000,-18.15625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-163,2000000,-17.8125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-163,3000000,-16.890625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-163,4000000,-15.984375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-163,5000000,-17.40625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-163,6000000,-15.640625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-163,7000000,-14.578125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-163,8000000,-17.046875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-163,9000000,-18.4375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-163,10000000,-17.09375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,1
-164,1000000,-22.15625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-164,2000000,-23.875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-164,3000000,-23.109375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-164,4000000,-23.890625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-164,5000000,-23.875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-164,6000000,-24.0,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-164,7000000,-23.078125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-164,8000000,-23.453125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-164,9000000,-23.390625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-164,10000000,-23.578125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,1
-165,1000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-165,2000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-165,3000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-165,4000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-165,5000000,-23.484375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-165,6000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-165,7000000,-23.40625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-165,8000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-165,9000000,-23.515625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-165,10000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,1
-166,1000000,-22.8125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
-166,2000000,-22.921875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
-166,3000000,-23.03125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
-166,4000000,-22.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
-166,5000000,-22.984375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
-166,6000000,-22.84375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
-166,7000000,-22.984375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
-166,8000000,-22.859375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
-166,9000000,-22.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
-166,10000000,-22.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,1
+157,1000000,-23.265625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+157,2000000,-22.640625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+157,3000000,-22.71875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+157,4000000,-18.921875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+157,5000000,-21.9375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+157,6000000,-20.453125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+157,7000000,-21.59375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+157,8000000,-19.640625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+157,9000000,-23.578125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+157,10000000,-22.078125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,1
+158,1000000,-23.40625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+158,2000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+158,3000000,-23.390625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+158,4000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+158,5000000,-23.40625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+158,6000000,-23.828125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+158,7000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+158,8000000,-22.65625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+158,9000000,-23.90625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+158,10000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,1
+159,1000000,-17.25,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+159,2000000,-15.5625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+159,3000000,-15.953125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+159,4000000,-18.328125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+159,5000000,-18.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+159,6000000,-16.921875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+159,7000000,-17.40625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+159,8000000,-16.5625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+159,9000000,-16.640625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+159,10000000,-16.046875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,1
+160,1000000,-23.453125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+160,2000000,-23.53125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+160,3000000,-23.484375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+160,4000000,-23.515625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+160,5000000,-23.484375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+160,6000000,-23.46875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+160,7000000,-23.015625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+160,8000000,-22.828125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+160,9000000,-22.09375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+160,10000000,-22.3125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,1
+161,1000000,-19.390625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+161,2000000,-20.015625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+161,3000000,-18.890625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+161,4000000,-18.03125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+161,5000000,-20.25,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+161,6000000,-19.046875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+161,7000000,-19.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+161,8000000,-18.515625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+161,9000000,-17.90625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+161,10000000,-17.9375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,1
+162,1000000,-23.546875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+162,2000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+162,3000000,-23.65625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+162,4000000,-23.5625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+162,5000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+162,6000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+162,7000000,-23.828125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+162,8000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+162,9000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+162,10000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,1
+163,1000000,-18.15625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+163,2000000,-17.8125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+163,3000000,-16.890625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+163,4000000,-15.984375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+163,5000000,-17.40625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+163,6000000,-15.640625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+163,7000000,-14.578125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+163,8000000,-17.046875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+163,9000000,-18.4375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+163,10000000,-17.09375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,1
+164,1000000,-22.15625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+164,2000000,-23.875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+164,3000000,-23.109375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+164,4000000,-23.890625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+164,5000000,-23.875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+164,6000000,-24.0,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+164,7000000,-23.078125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+164,8000000,-23.453125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+164,9000000,-23.390625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+164,10000000,-23.578125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,1
+165,1000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+165,2000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+165,3000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+165,4000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+165,5000000,-23.484375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+165,6000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+165,7000000,-23.40625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+165,8000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+165,9000000,-23.515625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+165,10000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,1
+166,1000000,-22.8125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
+166,2000000,-22.921875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
+166,3000000,-23.03125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
+166,4000000,-22.90625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
+166,5000000,-22.984375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
+166,6000000,-22.84375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
+166,7000000,-22.984375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
+166,8000000,-22.859375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
+166,9000000,-22.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
+166,10000000,-22.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,1
 167,1000000,-17.515625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,1
 167,2000000,-18.421875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,1
 167,3000000,-18.625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,1
@@ -11919,26 +11919,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-14.453125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,1
 167,9000000,-17.625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,1
 167,10000000,-16.5625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,1
-168,1000000,-18.5,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-168,2000000,-18.640625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-168,3000000,-18.125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-168,4000000,-19.71875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-168,5000000,-17.375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-168,6000000,-18.90625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-168,7000000,-19.0,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-168,8000000,-19.015625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-168,9000000,-18.84375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-168,10000000,-18.578125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,1
-169,1000000,-18.90625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
-169,2000000,-17.515625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
-169,3000000,-14.859375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
-169,4000000,-17.609375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
-169,5000000,-17.28125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
-169,6000000,-17.640625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
-169,7000000,-17.46875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
-169,8000000,-17.671875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
-169,9000000,-17.484375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
-169,10000000,-15.75,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,1
+168,1000000,-18.5,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+168,2000000,-18.640625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+168,3000000,-18.125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+168,4000000,-19.71875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+168,5000000,-17.375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+168,6000000,-18.90625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+168,7000000,-19.0,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+168,8000000,-19.015625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+168,9000000,-18.84375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+168,10000000,-18.578125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,1
+169,1000000,-18.90625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
+169,2000000,-17.515625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
+169,3000000,-14.859375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
+169,4000000,-17.609375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
+169,5000000,-17.28125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
+169,6000000,-17.640625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
+169,7000000,-17.46875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
+169,8000000,-17.671875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
+169,9000000,-17.484375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
+169,10000000,-15.75,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,1
 170,1000000,-20.921875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,1
 170,2000000,-22.515625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,1
 170,3000000,-21.421875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,1
@@ -11959,26 +11959,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-13.671875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,1
 171,9000000,-15.984375,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,1
 171,10000000,-14.234375,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,1
-172,1000000,-23.734375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-172,2000000,-23.765625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-172,3000000,-23.78125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-172,4000000,-23.890625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-172,5000000,-23.40625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-172,6000000,-23.421875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-172,7000000,-23.75,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-172,8000000,-23.859375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-172,9000000,-23.203125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-172,10000000,-23.46875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,1
-173,1000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
-173,2000000,-23.9375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
-173,3000000,-23.6875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
-173,4000000,-22.28125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
-173,5000000,-22.796875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
-173,6000000,-23.125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
-173,7000000,-23.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
-173,8000000,-23.921875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
-173,9000000,-21.171875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
-173,10000000,-23.46875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,1
+172,1000000,-23.734375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+172,2000000,-23.765625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+172,3000000,-23.78125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+172,4000000,-23.890625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+172,5000000,-23.40625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+172,6000000,-23.421875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+172,7000000,-23.75,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+172,8000000,-23.859375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+172,9000000,-23.203125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+172,10000000,-23.46875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,1
+173,1000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
+173,2000000,-23.9375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
+173,3000000,-23.6875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
+173,4000000,-22.28125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
+173,5000000,-22.796875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
+173,6000000,-23.125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
+173,7000000,-23.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
+173,8000000,-23.921875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
+173,9000000,-21.171875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
+173,10000000,-23.46875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,1
 174,1000000,-17.578125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
 174,2000000,-20.484375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
 174,3000000,-20.375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
@@ -11989,16 +11989,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-22.0625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
 174,9000000,-21.234375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
 174,10000000,-20.8125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
-175,1000000,-23.5625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
-175,2000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
-175,3000000,-23.5,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
-175,4000000,-23.5,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
-175,5000000,-23.625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
-175,6000000,-23.59375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
-175,7000000,-23.5,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
-175,8000000,-23.71875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
-175,9000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
-175,10000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
+175,1000000,-23.5625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
+175,2000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
+175,3000000,-23.5,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
+175,4000000,-23.5,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
+175,5000000,-23.625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
+175,6000000,-23.59375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
+175,7000000,-23.5,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
+175,8000000,-23.71875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
+175,9000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
+175,10000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,1
 176,1000000,-23.1875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
 176,2000000,-21.90625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
 176,3000000,-23.03125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
@@ -12009,16 +12009,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-23.9375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
 176,9000000,-23.875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
 176,10000000,-23.8125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
-177,1000000,-23.8125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,2000000,-23.734375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,3000000,-23.484375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,4000000,-22.625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,5000000,-22.78125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,6000000,-23.46875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,7000000,-23.53125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,8000000,-23.578125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,9000000,-23.6875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,10000000,-23.15625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
+177,1000000,-23.8125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
+177,2000000,-23.734375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
+177,3000000,-23.484375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
+177,4000000,-22.625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
+177,5000000,-22.78125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
+177,6000000,-23.46875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
+177,7000000,-23.53125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
+177,8000000,-23.578125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
+177,9000000,-23.6875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
+177,10000000,-23.15625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,1
 178,1000000,-23.171875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,1
 178,2000000,-23.515625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,1
 178,3000000,-23.484375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,1
@@ -12029,166 +12029,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.9375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,1
 178,9000000,-24.0,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,1
 178,10000000,-23.96875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,1
-179,1000000,-22.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-179,2000000,-21.234375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-179,3000000,-23.1875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-179,4000000,-21.96875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-179,5000000,-21.046875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-179,6000000,-22.921875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-179,7000000,-23.5,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-179,8000000,-23.3125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-179,9000000,-23.4375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-179,10000000,-23.21875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,1
-180,1000000,-23.921875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-180,2000000,-23.375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-180,3000000,-23.859375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-180,4000000,-23.484375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-180,5000000,-23.4375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-180,6000000,-23.984375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-180,7000000,-23.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-180,8000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-180,9000000,-22.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-180,10000000,-23.8125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,1
-181,1000000,-23.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-181,2000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-181,3000000,-23.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-181,4000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-181,5000000,-23.21875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-181,6000000,-23.421875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-181,7000000,-23.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-181,8000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-181,9000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-181,10000000,-23.5,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,1
-182,1000000,-21.0625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-182,2000000,-23.578125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-182,3000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-182,4000000,-23.3125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-182,5000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-182,6000000,-23.40625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-182,7000000,-23.953125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-182,8000000,-23.53125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-182,9000000,-23.578125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-182,10000000,-23.46875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,1
-183,1000000,-19.515625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-183,2000000,-17.96875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-183,3000000,-20.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-183,4000000,-19.140625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-183,5000000,-18.734375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-183,6000000,-19.125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-183,7000000,-18.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-183,8000000,-19.390625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-183,9000000,-18.171875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-183,10000000,-18.6875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,1
-184,1000000,-22.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-184,2000000,-23.203125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-184,3000000,-23.609375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-184,4000000,-23.6875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-184,5000000,-23.703125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-184,6000000,-23.390625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-184,7000000,-23.578125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-184,8000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-184,9000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-184,10000000,-23.90625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,1
-185,1000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-185,2000000,-23.8125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-185,3000000,-23.84375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-185,4000000,-23.828125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-185,5000000,-23.765625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-185,6000000,-23.78125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-185,7000000,-23.84375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-185,8000000,-23.78125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-185,9000000,-23.796875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-185,10000000,-23.71875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,1
-186,1000000,-18.296875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-186,2000000,-20.875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-186,3000000,-17.5625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-186,4000000,-17.765625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-186,5000000,-17.21875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-186,6000000,-19.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-186,7000000,-14.453125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-186,8000000,-18.015625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-186,9000000,-14.71875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-186,10000000,-16.453125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,1
-187,1000000,-21.8125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-187,2000000,-23.09375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-187,3000000,-22.890625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-187,4000000,-22.140625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-187,5000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-187,6000000,-22.25,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-187,7000000,-23.234375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-187,8000000,-22.609375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-187,9000000,-23.703125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-187,10000000,-21.0,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,1
-188,1000000,-23.234375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-188,2000000,-23.203125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-188,3000000,-23.609375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-188,4000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-188,5000000,-23.71875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-188,6000000,-23.8125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-188,7000000,-21.828125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-188,8000000,-23.140625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-188,9000000,-23.46875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-188,10000000,-23.4375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,1
-189,1000000,-23.40625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-189,2000000,-23.421875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-189,3000000,-22.890625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-189,4000000,-23.0,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-189,5000000,-23.28125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-189,6000000,-22.4375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-189,7000000,-23.078125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-189,8000000,-21.75,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-189,9000000,-23.4375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-189,10000000,-22.1875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,1
-190,1000000,-21.140625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-190,2000000,-20.59375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-190,3000000,-19.703125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-190,4000000,-22.609375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-190,5000000,-21.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-190,6000000,-23.890625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-190,7000000,-22.140625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-190,8000000,-21.140625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-190,9000000,-20.015625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-190,10000000,-23.421875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,1
-191,1000000,-23.4375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-191,2000000,-22.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-191,3000000,-22.53125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-191,4000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-191,5000000,-23.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-191,6000000,-23.328125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-191,7000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-191,8000000,-24.0,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-191,9000000,-23.5,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-191,10000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,1
-192,1000000,-23.1875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-192,2000000,-23.53125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-192,3000000,-23.4375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-192,4000000,-23.828125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-192,5000000,-23.796875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-192,6000000,-23.5625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-192,7000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-192,8000000,-23.703125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-192,9000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-192,10000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,1
-193,1000000,-23.390625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-193,2000000,-23.390625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-193,3000000,-23.140625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-193,4000000,-22.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-193,5000000,-22.890625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-193,6000000,-23.109375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-193,7000000,-22.921875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-193,8000000,-23.078125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-193,9000000,-22.8125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-193,10000000,-23.015625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,1
-194,1000000,-21.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
-194,2000000,-22.09375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
-194,3000000,-21.578125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
-194,4000000,-21.828125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
-194,5000000,-23.625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
-194,6000000,-21.453125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
-194,7000000,-21.484375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
-194,8000000,-19.796875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
-194,9000000,-21.921875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
-194,10000000,-21.84375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,1
+179,1000000,-22.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+179,2000000,-21.234375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+179,3000000,-23.1875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+179,4000000,-21.96875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+179,5000000,-21.046875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+179,6000000,-22.921875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+179,7000000,-23.5,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+179,8000000,-23.3125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+179,9000000,-23.4375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+179,10000000,-23.21875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,1
+180,1000000,-23.921875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+180,2000000,-23.375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+180,3000000,-23.859375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+180,4000000,-23.484375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+180,5000000,-23.4375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+180,6000000,-23.984375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+180,7000000,-23.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+180,8000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+180,9000000,-22.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+180,10000000,-23.8125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,1
+181,1000000,-23.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+181,2000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+181,3000000,-23.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+181,4000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+181,5000000,-23.21875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+181,6000000,-23.421875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+181,7000000,-23.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+181,8000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+181,9000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+181,10000000,-23.5,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,1
+182,1000000,-21.0625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+182,2000000,-23.578125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+182,3000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+182,4000000,-23.3125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+182,5000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+182,6000000,-23.40625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+182,7000000,-23.953125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+182,8000000,-23.53125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+182,9000000,-23.578125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+182,10000000,-23.46875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,1
+183,1000000,-19.515625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+183,2000000,-17.96875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+183,3000000,-20.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+183,4000000,-19.140625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+183,5000000,-18.734375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+183,6000000,-19.125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+183,7000000,-18.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+183,8000000,-19.390625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+183,9000000,-18.171875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+183,10000000,-18.6875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,1
+184,1000000,-22.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+184,2000000,-23.203125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+184,3000000,-23.609375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+184,4000000,-23.6875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+184,5000000,-23.703125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+184,6000000,-23.390625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+184,7000000,-23.578125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+184,8000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+184,9000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+184,10000000,-23.90625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,1
+185,1000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+185,2000000,-23.8125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+185,3000000,-23.84375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+185,4000000,-23.828125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+185,5000000,-23.765625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+185,6000000,-23.78125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+185,7000000,-23.84375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+185,8000000,-23.78125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+185,9000000,-23.796875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+185,10000000,-23.71875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,1
+186,1000000,-18.296875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+186,2000000,-20.875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+186,3000000,-17.5625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+186,4000000,-17.765625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+186,5000000,-17.21875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+186,6000000,-19.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+186,7000000,-14.453125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+186,8000000,-18.015625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+186,9000000,-14.71875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+186,10000000,-16.453125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,1
+187,1000000,-21.8125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+187,2000000,-23.09375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+187,3000000,-22.890625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+187,4000000,-22.140625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+187,5000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+187,6000000,-22.25,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+187,7000000,-23.234375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+187,8000000,-22.609375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+187,9000000,-23.703125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+187,10000000,-21.0,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,1
+188,1000000,-23.234375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+188,2000000,-23.203125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+188,3000000,-23.609375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+188,4000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+188,5000000,-23.71875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+188,6000000,-23.8125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+188,7000000,-21.828125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+188,8000000,-23.140625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+188,9000000,-23.46875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+188,10000000,-23.4375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,1
+189,1000000,-23.40625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+189,2000000,-23.421875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+189,3000000,-22.890625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+189,4000000,-23.0,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+189,5000000,-23.28125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+189,6000000,-22.4375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+189,7000000,-23.078125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+189,8000000,-21.75,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+189,9000000,-23.4375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+189,10000000,-22.1875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,1
+190,1000000,-21.140625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+190,2000000,-20.59375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+190,3000000,-19.703125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+190,4000000,-22.609375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+190,5000000,-21.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+190,6000000,-23.890625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+190,7000000,-22.140625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+190,8000000,-21.140625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+190,9000000,-20.015625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+190,10000000,-23.421875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,1
+191,1000000,-23.4375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+191,2000000,-22.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+191,3000000,-22.53125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+191,4000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+191,5000000,-23.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+191,6000000,-23.328125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+191,7000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+191,8000000,-24.0,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+191,9000000,-23.5,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+191,10000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,1
+192,1000000,-23.1875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+192,2000000,-23.53125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+192,3000000,-23.4375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+192,4000000,-23.828125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+192,5000000,-23.796875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+192,6000000,-23.5625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+192,7000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+192,8000000,-23.703125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+192,9000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+192,10000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,1
+193,1000000,-23.390625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+193,2000000,-23.390625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+193,3000000,-23.140625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+193,4000000,-22.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+193,5000000,-22.890625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+193,6000000,-23.109375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+193,7000000,-22.921875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+193,8000000,-23.078125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+193,9000000,-22.8125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+193,10000000,-23.015625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,1
+194,1000000,-21.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
+194,2000000,-22.09375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
+194,3000000,-21.578125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
+194,4000000,-21.828125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
+194,5000000,-23.625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
+194,6000000,-21.453125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
+194,7000000,-21.484375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
+194,8000000,-19.796875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
+194,9000000,-21.921875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
+194,10000000,-21.84375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,1
 195,1000000,-23.546875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,1
 195,2000000,-23.53125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,1
 195,3000000,-23.515625,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,1
@@ -12209,26 +12209,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.609375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,1
 196,9000000,-23.921875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,1
 196,10000000,-23.453125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,1
-197,1000000,-21.125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-197,2000000,-19.546875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-197,3000000,-16.71875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-197,4000000,-17.859375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-197,5000000,-16.359375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-197,6000000,-16.5,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-197,7000000,-13.71875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-197,8000000,-11.984375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-197,9000000,-15.515625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-197,10000000,-11.234375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
-198,1000000,-16.84375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
-198,2000000,-18.953125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
-198,3000000,-19.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
-198,4000000,-18.46875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
-198,5000000,-17.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
-198,6000000,-16.984375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
-198,7000000,-17.484375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
-198,8000000,-16.90625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
-198,9000000,-16.09375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
-198,10000000,-15.375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,1
+197,1000000,-21.125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+197,2000000,-19.546875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+197,3000000,-16.71875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+197,4000000,-17.859375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+197,5000000,-16.359375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+197,6000000,-16.5,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+197,7000000,-13.71875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+197,8000000,-11.984375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+197,9000000,-15.515625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+197,10000000,-11.234375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,1
+198,1000000,-16.84375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
+198,2000000,-18.953125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
+198,3000000,-19.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
+198,4000000,-18.46875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
+198,5000000,-17.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
+198,6000000,-16.984375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
+198,7000000,-17.484375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
+198,8000000,-16.90625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
+198,9000000,-16.09375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
+198,10000000,-15.375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,1
 199,1000000,-23.5625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
 199,2000000,-23.875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
 199,3000000,-23.953125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
@@ -12239,16 +12239,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.484375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
 199,9000000,-23.875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
 199,10000000,-23.96875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
-200,1000000,-23.390625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
-200,2000000,-23.28125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
-200,3000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
-200,4000000,-23.109375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
-200,5000000,-22.953125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
-200,6000000,-23.09375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
-200,7000000,-23.359375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
-200,8000000,-23.546875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
-200,9000000,-22.84375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
-200,10000000,-23.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,1
+200,1000000,-23.390625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
+200,2000000,-23.28125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
+200,3000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
+200,4000000,-23.109375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
+200,5000000,-22.953125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
+200,6000000,-23.09375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
+200,7000000,-23.359375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
+200,8000000,-23.546875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
+200,9000000,-22.84375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
+200,10000000,-23.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
 201,1000000,-18.125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
 201,2000000,-16.703125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
 201,3000000,-16.109375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
@@ -12259,26 +12259,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-15.71875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
 201,9000000,-9.890625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
 201,10000000,-7.6875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
-202,1000000,-19.28125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,2000000,-21.109375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,3000000,-18.71875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,4000000,-18.8125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,5000000,-19.96875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,6000000,-19.046875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,7000000,-19.6875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,8000000,-19.796875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,9000000,-17.96875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,10000000,-18.546875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-203,1000000,-20.078125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
-203,2000000,-19.59375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
-203,3000000,-19.359375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
-203,4000000,-18.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
-203,5000000,-19.34375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
-203,6000000,-17.171875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
-203,7000000,-17.1875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
-203,8000000,-17.171875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
-203,9000000,-18.796875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
-203,10000000,-19.59375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,1
+202,1000000,-19.28125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+202,2000000,-21.109375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+202,3000000,-18.71875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+202,4000000,-18.8125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+202,5000000,-19.96875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+202,6000000,-19.046875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+202,7000000,-19.6875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+202,8000000,-19.796875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+202,9000000,-17.96875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+202,10000000,-18.546875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,1
+203,1000000,-20.078125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
+203,2000000,-19.59375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
+203,3000000,-19.359375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
+203,4000000,-18.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
+203,5000000,-19.34375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
+203,6000000,-17.171875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
+203,7000000,-17.1875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
+203,8000000,-17.171875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
+203,9000000,-18.796875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
+203,10000000,-19.59375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,1
 204,1000000,-23.546875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
 204,2000000,-23.140625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
 204,3000000,-23.890625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
@@ -12289,56 +12289,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
 204,9000000,-23.390625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
 204,10000000,-23.484375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
-205,1000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,2000000,-23.984375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,3000000,-23.3125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,4000000,-23.484375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,5000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,6000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,7000000,-23.28125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,8000000,-23.65625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,9000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,10000000,-23.46875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-206,1000000,-19.28125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-206,2000000,-18.46875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-206,3000000,-17.5,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-206,4000000,-18.84375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-206,5000000,-16.203125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-206,6000000,-16.0625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-206,7000000,-19.109375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-206,8000000,-17.09375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-206,9000000,-17.84375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-206,10000000,-17.53125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,1
-207,1000000,-20.171875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-207,2000000,-18.921875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-207,3000000,-19.890625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-207,4000000,-18.453125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-207,5000000,-18.21875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-207,6000000,-16.78125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-207,7000000,-17.125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-207,8000000,-16.125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-207,9000000,-15.296875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-207,10000000,-15.78125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,1
-208,1000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-208,2000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-208,3000000,-23.96875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-208,4000000,-23.859375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-208,5000000,-22.96875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-208,6000000,-22.3125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-208,7000000,-22.78125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-208,8000000,-22.4375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-208,9000000,-23.828125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-208,10000000,-23.875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,1
-209,1000000,-19.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
-209,2000000,-19.546875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
-209,3000000,-19.40625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
-209,4000000,-20.765625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
-209,5000000,-22.46875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
-209,6000000,-23.328125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
-209,7000000,-21.296875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
-209,8000000,-22.140625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
-209,9000000,-21.8125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
-209,10000000,-22.03125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,1
+205,1000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+205,2000000,-23.984375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+205,3000000,-23.3125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+205,4000000,-23.484375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+205,5000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+205,6000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+205,7000000,-23.28125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+205,8000000,-23.65625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+205,9000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+205,10000000,-23.46875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,1
+206,1000000,-19.28125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+206,2000000,-18.46875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+206,3000000,-17.5,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+206,4000000,-18.84375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+206,5000000,-16.203125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+206,6000000,-16.0625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+206,7000000,-19.109375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+206,8000000,-17.09375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+206,9000000,-17.84375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+206,10000000,-17.53125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,1
+207,1000000,-20.171875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+207,2000000,-18.921875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+207,3000000,-19.890625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+207,4000000,-18.453125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+207,5000000,-18.21875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+207,6000000,-16.78125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+207,7000000,-17.125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+207,8000000,-16.125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+207,9000000,-15.296875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+207,10000000,-15.78125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,1
+208,1000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+208,2000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+208,3000000,-23.96875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+208,4000000,-23.859375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+208,5000000,-22.96875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+208,6000000,-22.3125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+208,7000000,-22.78125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+208,8000000,-22.4375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+208,9000000,-23.828125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+208,10000000,-23.875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,1
+209,1000000,-19.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
+209,2000000,-19.546875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
+209,3000000,-19.40625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
+209,4000000,-20.765625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
+209,5000000,-22.46875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
+209,6000000,-23.328125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
+209,7000000,-21.296875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
+209,8000000,-22.140625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
+209,9000000,-21.8125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
+209,10000000,-22.03125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,1
 210,1000000,-23.96875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
 210,2000000,-23.828125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
 210,3000000,-22.546875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
@@ -12349,36 +12349,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-22.515625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
 210,9000000,-22.828125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
 210,10000000,-23.640625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
-211,1000000,-23.3125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-211,2000000,-23.984375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-211,3000000,-22.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-211,4000000,-23.78125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-211,5000000,-23.0,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-211,6000000,-23.6875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-211,7000000,-23.578125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-211,8000000,-23.890625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-211,9000000,-23.921875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-211,10000000,-23.328125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,1
-212,1000000,-19.765625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-212,2000000,-19.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-212,3000000,-19.203125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-212,4000000,-19.125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-212,5000000,-19.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-212,6000000,-17.796875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-212,7000000,-20.65625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-212,8000000,-19.828125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-212,9000000,-16.53125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-212,10000000,-16.5625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,1
-213,1000000,-23.734375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
-213,2000000,-23.671875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
-213,3000000,-23.9375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
-213,4000000,-23.453125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
-213,5000000,-23.53125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
-213,6000000,-23.546875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
-213,7000000,-23.375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
-213,8000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
-213,9000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
-213,10000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,1
+211,1000000,-23.3125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+211,2000000,-23.984375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+211,3000000,-22.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+211,4000000,-23.78125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+211,5000000,-23.0,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+211,6000000,-23.6875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+211,7000000,-23.578125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+211,8000000,-23.890625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+211,9000000,-23.921875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+211,10000000,-23.328125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,1
+212,1000000,-19.765625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+212,2000000,-19.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+212,3000000,-19.203125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+212,4000000,-19.125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+212,5000000,-19.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+212,6000000,-17.796875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+212,7000000,-20.65625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+212,8000000,-19.828125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+212,9000000,-16.53125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+212,10000000,-16.5625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,1
+213,1000000,-23.734375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
+213,2000000,-23.671875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
+213,3000000,-23.9375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
+213,4000000,-23.453125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
+213,5000000,-23.53125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
+213,6000000,-23.546875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
+213,7000000,-23.375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
+213,8000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
+213,9000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
+213,10000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,1
 214,1000000,-23.421875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,1
 214,2000000,-23.328125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,1
 214,3000000,-23.953125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,1
@@ -12389,86 +12389,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-23.953125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,1
 214,9000000,-23.5,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,1
 214,10000000,-23.375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,1
-215,1000000,-21.625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-215,2000000,-23.890625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-215,3000000,-23.96875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-215,4000000,-22.25,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-215,5000000,-22.515625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-215,6000000,-23.4375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-215,7000000,-23.265625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-215,8000000,-23.25,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-215,9000000,-23.671875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-215,10000000,-23.640625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,1
-216,1000000,-23.3125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-216,2000000,-21.3125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-216,3000000,-23.8125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-216,4000000,-23.0625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-216,5000000,-23.578125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-216,6000000,-22.390625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-216,7000000,-23.0,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-216,8000000,-23.640625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-216,9000000,-22.390625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-216,10000000,-22.296875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,1
-217,1000000,-21.953125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-217,2000000,-23.640625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-217,3000000,-23.140625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-217,4000000,-23.171875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-217,5000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-217,6000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-217,7000000,-23.046875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-217,8000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-217,9000000,-23.953125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-217,10000000,-22.890625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,1
-218,1000000,-18.5,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-218,2000000,-18.203125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-218,3000000,-18.5625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-218,4000000,-18.5625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-218,5000000,-18.03125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-218,6000000,-16.796875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-218,7000000,-17.65625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-218,8000000,-18.234375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-218,9000000,-18.9375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-218,10000000,-16.140625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,1
-219,1000000,-23.9375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-219,2000000,-23.90625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-219,3000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-219,4000000,-23.921875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-219,5000000,-23.890625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-219,6000000,-23.921875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-219,7000000,-23.890625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-219,8000000,-23.921875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-219,9000000,-24.0,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-219,10000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,1
-220,1000000,-23.171875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-220,2000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-220,3000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-220,4000000,-22.828125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-220,5000000,-23.5625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-220,6000000,-23.75,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-220,7000000,-23.640625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-220,8000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-220,9000000,-23.703125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-220,10000000,-22.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,1
-221,1000000,-23.265625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-221,2000000,-23.453125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-221,3000000,-21.578125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-221,4000000,-23.15625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-221,5000000,-20.59375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-221,6000000,-22.75,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-221,7000000,-23.5625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-221,8000000,-22.75,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-221,9000000,-23.40625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-221,10000000,-23.015625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,1
-222,1000000,-23.953125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
-222,2000000,-23.40625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
-222,3000000,-23.5625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
-222,4000000,-23.59375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
-222,5000000,-23.390625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
-222,6000000,-23.390625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
-222,7000000,-23.5625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
-222,8000000,-23.59375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
-222,9000000,-23.59375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
-222,10000000,-23.5,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,1
+215,1000000,-21.625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+215,2000000,-23.890625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+215,3000000,-23.96875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+215,4000000,-22.25,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+215,5000000,-22.515625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+215,6000000,-23.4375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+215,7000000,-23.265625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+215,8000000,-23.25,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+215,9000000,-23.671875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+215,10000000,-23.640625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,1
+216,1000000,-23.3125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+216,2000000,-21.3125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+216,3000000,-23.8125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+216,4000000,-23.0625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+216,5000000,-23.578125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+216,6000000,-22.390625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+216,7000000,-23.0,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+216,8000000,-23.640625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+216,9000000,-22.390625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+216,10000000,-22.296875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,1
+217,1000000,-21.953125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+217,2000000,-23.640625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+217,3000000,-23.140625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+217,4000000,-23.171875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+217,5000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+217,6000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+217,7000000,-23.046875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+217,8000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+217,9000000,-23.953125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+217,10000000,-22.890625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,1
+218,1000000,-18.5,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+218,2000000,-18.203125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+218,3000000,-18.5625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+218,4000000,-18.5625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+218,5000000,-18.03125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+218,6000000,-16.796875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+218,7000000,-17.65625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+218,8000000,-18.234375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+218,9000000,-18.9375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+218,10000000,-16.140625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,1
+219,1000000,-23.9375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+219,2000000,-23.90625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+219,3000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+219,4000000,-23.921875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+219,5000000,-23.890625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+219,6000000,-23.921875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+219,7000000,-23.890625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+219,8000000,-23.921875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+219,9000000,-24.0,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+219,10000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,1
+220,1000000,-23.171875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+220,2000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+220,3000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+220,4000000,-22.828125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+220,5000000,-23.5625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+220,6000000,-23.75,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+220,7000000,-23.640625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+220,8000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+220,9000000,-23.703125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+220,10000000,-22.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,1
+221,1000000,-23.265625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+221,2000000,-23.453125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+221,3000000,-21.578125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+221,4000000,-23.15625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+221,5000000,-20.59375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+221,6000000,-22.75,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+221,7000000,-23.5625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+221,8000000,-22.75,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+221,9000000,-23.40625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+221,10000000,-23.015625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,1
+222,1000000,-23.953125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
+222,2000000,-23.40625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
+222,3000000,-23.5625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
+222,4000000,-23.59375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
+222,5000000,-23.390625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
+222,6000000,-23.390625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
+222,7000000,-23.5625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
+222,8000000,-23.59375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
+222,9000000,-23.59375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
+222,10000000,-23.5,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,1
 223,1000000,-23.078125,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,1
 223,2000000,-23.890625,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,1
 223,3000000,-23.9375,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,1
@@ -12489,16 +12489,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-23.234375,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,1
 224,9000000,-23.625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,1
 224,10000000,-23.359375,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,1
-225,1000000,-23.03125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
-225,2000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
-225,3000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
-225,4000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
-225,5000000,-23.859375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
-225,6000000,-23.875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
-225,7000000,-23.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
-225,8000000,-23.875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
-225,9000000,-22.921875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
-225,10000000,-22.984375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,1
+225,1000000,-23.03125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
+225,2000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
+225,3000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
+225,4000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
+225,5000000,-23.859375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
+225,6000000,-23.875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
+225,7000000,-23.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
+225,8000000,-23.875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
+225,9000000,-22.921875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
+225,10000000,-22.984375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,1
 226,1000000,-23.96875,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,1
 226,2000000,-23.234375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,1
 226,3000000,-23.28125,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,1
@@ -12519,66 +12519,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-17.484375,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,1
 227,9000000,-17.484375,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,1
 227,10000000,-17.625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,1
-228,1000000,-18.03125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-228,2000000,-18.53125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-228,3000000,-17.78125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-228,4000000,-16.4375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-228,5000000,-18.28125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-228,6000000,-18.578125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-228,7000000,-19.71875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-228,8000000,-16.265625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-228,9000000,-16.625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-228,10000000,-16.734375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,1
-229,1000000,-20.28125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-229,2000000,-21.625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-229,3000000,-22.078125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-229,4000000,-22.890625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-229,5000000,-21.03125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-229,6000000,-20.484375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-229,7000000,-20.890625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-229,8000000,-20.171875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-229,9000000,-20.71875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-229,10000000,-19.875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,1
-230,1000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-230,2000000,-23.96875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-230,3000000,-23.890625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-230,4000000,-23.90625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-230,5000000,-23.953125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-230,6000000,-23.90625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-230,7000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-230,8000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-230,9000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-230,10000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,1
-231,1000000,-23.359375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-231,2000000,-23.5,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-231,3000000,-23.640625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-231,4000000,-23.71875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-231,5000000,-22.96875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-231,6000000,-23.28125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-231,7000000,-23.265625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-231,8000000,-23.453125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-231,9000000,-23.25,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-231,10000000,-23.390625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,1
-232,1000000,-22.953125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-232,2000000,-23.296875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-232,3000000,-23.109375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-232,4000000,-23.140625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-232,5000000,-23.109375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-232,6000000,-23.0,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-232,7000000,-23.234375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-232,8000000,-22.390625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-232,9000000,-23.03125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-232,10000000,-22.703125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,1
-233,1000000,-21.546875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
-233,2000000,-21.546875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
-233,3000000,-22.109375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
-233,4000000,-23.921875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
-233,5000000,-21.25,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
-233,6000000,-21.578125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
-233,7000000,-21.15625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
-233,8000000,-20.171875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
-233,9000000,-19.140625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
-233,10000000,-20.265625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,1
+228,1000000,-18.03125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+228,2000000,-18.53125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+228,3000000,-17.78125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+228,4000000,-16.4375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+228,5000000,-18.28125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+228,6000000,-18.578125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+228,7000000,-19.71875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+228,8000000,-16.265625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+228,9000000,-16.625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+228,10000000,-16.734375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,1
+229,1000000,-20.28125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+229,2000000,-21.625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+229,3000000,-22.078125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+229,4000000,-22.890625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+229,5000000,-21.03125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+229,6000000,-20.484375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+229,7000000,-20.890625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+229,8000000,-20.171875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+229,9000000,-20.71875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+229,10000000,-19.875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,1
+230,1000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+230,2000000,-23.96875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+230,3000000,-23.890625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+230,4000000,-23.90625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+230,5000000,-23.953125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+230,6000000,-23.90625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+230,7000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+230,8000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+230,9000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+230,10000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,1
+231,1000000,-23.359375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+231,2000000,-23.5,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+231,3000000,-23.640625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+231,4000000,-23.71875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+231,5000000,-22.96875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+231,6000000,-23.28125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+231,7000000,-23.265625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+231,8000000,-23.453125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+231,9000000,-23.25,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+231,10000000,-23.390625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,1
+232,1000000,-22.953125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+232,2000000,-23.296875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+232,3000000,-23.109375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+232,4000000,-23.140625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+232,5000000,-23.109375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+232,6000000,-23.0,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+232,7000000,-23.234375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+232,8000000,-22.390625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+232,9000000,-23.03125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+232,10000000,-22.703125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,1
+233,1000000,-21.546875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
+233,2000000,-21.546875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
+233,3000000,-22.109375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
+233,4000000,-23.921875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
+233,5000000,-21.25,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
+233,6000000,-21.578125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
+233,7000000,-21.15625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
+233,8000000,-20.171875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
+233,9000000,-19.140625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
+233,10000000,-20.265625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,1
 234,1000000,-23.921875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,1
 234,2000000,-23.484375,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,1
 234,3000000,-23.5625,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,1
@@ -12609,56 +12609,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.796875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,1
 236,9000000,-23.296875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,1
 236,10000000,-23.875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,1
-237,1000000,-23.59375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-237,2000000,-23.546875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-237,3000000,-23.4375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-237,4000000,-23.3125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-237,5000000,-23.359375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-237,6000000,-23.515625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-237,7000000,-23.53125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-237,8000000,-23.5625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-237,9000000,-23.53125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-237,10000000,-23.671875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,1
-238,1000000,-21.0,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-238,2000000,-23.59375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-238,3000000,-22.765625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-238,4000000,-22.578125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-238,5000000,-22.25,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-238,6000000,-22.984375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-238,7000000,-23.15625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-238,8000000,-23.40625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-238,9000000,-23.359375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-238,10000000,-23.84375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,1
-239,1000000,-16.375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-239,2000000,-17.765625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-239,3000000,-19.828125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-239,4000000,-18.59375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-239,5000000,-16.265625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-239,6000000,-18.234375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-239,7000000,-16.03125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-239,8000000,-14.84375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-239,9000000,-13.4375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-239,10000000,-13.90625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,1
-240,1000000,-19.609375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-240,2000000,-20.21875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-240,3000000,-17.828125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-240,4000000,-18.78125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-240,5000000,-19.8125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-240,6000000,-17.96875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-240,7000000,-18.75,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-240,8000000,-17.453125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-240,9000000,-18.625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-240,10000000,-18.09375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,1
-241,1000000,-22.78125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
-241,2000000,-23.015625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
-241,3000000,-22.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
-241,4000000,-22.796875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
-241,5000000,-23.171875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
-241,6000000,-22.796875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
-241,7000000,-23.421875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
-241,8000000,-23.171875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
-241,9000000,-23.25,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
-241,10000000,-23.46875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,1
+237,1000000,-23.59375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+237,2000000,-23.546875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+237,3000000,-23.4375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+237,4000000,-23.3125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+237,5000000,-23.359375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+237,6000000,-23.515625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+237,7000000,-23.53125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+237,8000000,-23.5625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+237,9000000,-23.53125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+237,10000000,-23.671875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,1
+238,1000000,-21.0,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+238,2000000,-23.59375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+238,3000000,-22.765625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+238,4000000,-22.578125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+238,5000000,-22.25,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+238,6000000,-22.984375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+238,7000000,-23.15625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+238,8000000,-23.40625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+238,9000000,-23.359375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+238,10000000,-23.84375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,1
+239,1000000,-16.375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+239,2000000,-17.765625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+239,3000000,-19.828125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+239,4000000,-18.59375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+239,5000000,-16.265625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+239,6000000,-18.234375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+239,7000000,-16.03125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+239,8000000,-14.84375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+239,9000000,-13.4375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+239,10000000,-13.90625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,1
+240,1000000,-19.609375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+240,2000000,-20.21875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+240,3000000,-17.828125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+240,4000000,-18.78125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+240,5000000,-19.8125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+240,6000000,-17.96875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+240,7000000,-18.75,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+240,8000000,-17.453125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+240,9000000,-18.625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+240,10000000,-18.09375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,1
+241,1000000,-22.78125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
+241,2000000,-23.015625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
+241,3000000,-22.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
+241,4000000,-22.796875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
+241,5000000,-23.171875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
+241,6000000,-22.796875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
+241,7000000,-23.421875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
+241,8000000,-23.171875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
+241,9000000,-23.25,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
+241,10000000,-23.46875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,1
 242,1000000,-20.53125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
 242,2000000,-19.453125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
 242,3000000,-20.984375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
@@ -12669,36 +12669,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-23.578125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
 242,9000000,-23.453125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
 242,10000000,-23.890625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
-243,1000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-243,2000000,-24.0,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-243,3000000,-23.796875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-243,4000000,-23.28125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-243,5000000,-23.890625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-243,6000000,-23.78125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-243,7000000,-23.78125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-243,8000000,-23.484375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-243,9000000,-23.46875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-243,10000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,1
-244,1000000,-19.390625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-244,2000000,-19.0,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-244,3000000,-18.59375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-244,4000000,-17.734375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-244,5000000,-16.671875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-244,6000000,-18.5625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-244,7000000,-18.484375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-244,8000000,-18.375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-244,9000000,-18.3125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-244,10000000,-17.140625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,1
-245,1000000,-23.90625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
-245,2000000,-23.84375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
-245,3000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
-245,4000000,-23.5,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
-245,5000000,-23.96875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
-245,6000000,-23.484375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
-245,7000000,-22.84375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
-245,8000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
-245,9000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
-245,10000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,1
+243,1000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+243,2000000,-24.0,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+243,3000000,-23.796875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+243,4000000,-23.28125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+243,5000000,-23.890625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+243,6000000,-23.78125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+243,7000000,-23.78125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+243,8000000,-23.484375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+243,9000000,-23.46875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+243,10000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,1
+244,1000000,-19.390625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+244,2000000,-19.0,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+244,3000000,-18.59375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+244,4000000,-17.734375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+244,5000000,-16.671875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+244,6000000,-18.5625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+244,7000000,-18.484375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+244,8000000,-18.375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+244,9000000,-18.3125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+244,10000000,-17.140625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,1
+245,1000000,-23.90625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
+245,2000000,-23.84375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
+245,3000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
+245,4000000,-23.5,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
+245,5000000,-23.96875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
+245,6000000,-23.484375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
+245,7000000,-22.84375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
+245,8000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
+245,9000000,-23.53125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
+245,10000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,1
 246,1000000,-23.375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
 246,2000000,-23.90625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
 246,3000000,-23.421875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
@@ -12709,46 +12709,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.9375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
 246,9000000,-23.359375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
 246,10000000,-23.953125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
-247,1000000,-19.53125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-247,2000000,-17.546875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-247,3000000,-19.5,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-247,4000000,-17.96875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-247,5000000,-17.65625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-247,6000000,-17.625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-247,7000000,-17.203125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-247,8000000,-17.921875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-247,9000000,-16.734375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-247,10000000,-18.390625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,1
-248,1000000,-23.15625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-248,2000000,-23.4375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-248,3000000,-23.484375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-248,4000000,-23.796875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-248,5000000,-23.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-248,6000000,-23.546875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-248,7000000,-23.921875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-248,8000000,-23.296875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-248,9000000,-23.15625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-248,10000000,-23.4375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,1
-249,1000000,-20.21875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-249,2000000,-20.53125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-249,3000000,-21.484375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-249,4000000,-21.734375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-249,5000000,-23.46875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-249,6000000,-19.46875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-249,7000000,-19.375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-249,8000000,-18.546875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-249,9000000,-16.546875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-249,10000000,-18.140625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,1
-250,1000000,-23.984375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
-250,2000000,-23.90625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
-250,3000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
-250,4000000,-23.421875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
-250,5000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
-250,6000000,-23.5,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
-250,7000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
-250,8000000,-23.890625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
-250,9000000,-23.828125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
-250,10000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,1
+247,1000000,-19.53125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+247,2000000,-17.546875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+247,3000000,-19.5,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+247,4000000,-17.96875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+247,5000000,-17.65625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+247,6000000,-17.625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+247,7000000,-17.203125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+247,8000000,-17.921875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+247,9000000,-16.734375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+247,10000000,-18.390625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,1
+248,1000000,-23.15625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+248,2000000,-23.4375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+248,3000000,-23.484375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+248,4000000,-23.796875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+248,5000000,-23.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+248,6000000,-23.546875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+248,7000000,-23.921875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+248,8000000,-23.296875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+248,9000000,-23.15625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+248,10000000,-23.4375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,1
+249,1000000,-20.21875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+249,2000000,-20.53125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+249,3000000,-21.484375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+249,4000000,-21.734375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+249,5000000,-23.46875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+249,6000000,-19.46875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+249,7000000,-19.375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+249,8000000,-18.546875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+249,9000000,-16.546875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+249,10000000,-18.140625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,1
+250,1000000,-23.984375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
+250,2000000,-23.90625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
+250,3000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
+250,4000000,-23.421875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
+250,5000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
+250,6000000,-23.5,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
+250,7000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
+250,8000000,-23.890625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
+250,9000000,-23.828125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
+250,10000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,1
 251,1000000,-23.453125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
 251,2000000,-23.515625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
 251,3000000,-23.796875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
@@ -12759,16 +12759,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-23.96875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
 251,9000000,-23.359375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
 251,10000000,-23.46875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
-252,1000000,-23.1875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
-252,2000000,-23.0,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
-252,3000000,-22.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
-252,4000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
-252,5000000,-23.03125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
-252,6000000,-22.765625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
-252,7000000,-23.90625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
-252,8000000,-22.734375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
-252,9000000,-23.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
-252,10000000,-23.09375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,1
+252,1000000,-23.1875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
+252,2000000,-23.0,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
+252,3000000,-22.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
+252,4000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
+252,5000000,-23.03125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
+252,6000000,-22.765625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
+252,7000000,-23.90625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
+252,8000000,-22.734375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
+252,9000000,-23.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
+252,10000000,-23.09375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,1
 253,1000000,-22.328125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,1
 253,2000000,-23.640625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,1
 253,3000000,-23.265625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,1
@@ -12779,66 +12779,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-22.140625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,1
 253,9000000,-22.421875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,1
 253,10000000,-23.484375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,1
-254,1000000,-23.84375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-254,2000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-254,3000000,-23.46875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-254,4000000,-23.59375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-254,5000000,-22.796875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-254,6000000,-23.453125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-254,7000000,-23.28125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-254,8000000,-23.8125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-254,9000000,-23.21875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-254,10000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,1
-255,1000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-255,2000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-255,3000000,-23.46875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-255,4000000,-23.78125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-255,5000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-255,6000000,-23.46875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-255,7000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-255,8000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-255,9000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-255,10000000,-23.640625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,1
-0,1000000,-21.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-0,2000000,-23.34375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-0,3000000,-23.296875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-0,4000000,-23.859375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-0,5000000,-23.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-0,6000000,-23.453125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-0,7000000,-23.421875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-0,8000000,-23.515625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-0,9000000,-23.78125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-0,10000000,-22.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,8
-1,1000000,-17.421875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-1,2000000,-19.75,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-1,3000000,-18.9375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-1,4000000,-18.421875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-1,5000000,-17.84375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-1,6000000,-18.203125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-1,7000000,-17.71875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-1,8000000,-18.609375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-1,9000000,-19.1875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-1,10000000,-17.8125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,8
-2,1000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-2,2000000,-23.53125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-2,3000000,-23.59375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-2,4000000,-23.3125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-2,5000000,-23.59375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-2,6000000,-23.421875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-2,7000000,-23.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-2,8000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-2,9000000,-23.375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-2,10000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,8
-3,1000000,-20.984375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
-3,2000000,-21.90625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
-3,3000000,-19.0625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
-3,4000000,-16.9375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
-3,5000000,-15.25,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
-3,6000000,-15.328125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
-3,7000000,-14.234375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
-3,8000000,-16.890625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
-3,9000000,-13.546875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
-3,10000000,-13.46875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,8
+254,1000000,-23.84375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+254,2000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+254,3000000,-23.46875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+254,4000000,-23.59375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+254,5000000,-22.796875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+254,6000000,-23.453125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+254,7000000,-23.28125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+254,8000000,-23.8125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+254,9000000,-23.21875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+254,10000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,1
+255,1000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+255,2000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+255,3000000,-23.46875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+255,4000000,-23.78125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+255,5000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+255,6000000,-23.46875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+255,7000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+255,8000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+255,9000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+255,10000000,-23.640625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,1
+0,1000000,-21.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+0,2000000,-23.34375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+0,3000000,-23.296875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+0,4000000,-23.859375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+0,5000000,-23.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+0,6000000,-23.453125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+0,7000000,-23.421875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+0,8000000,-23.515625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+0,9000000,-23.78125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+0,10000000,-22.9375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,8
+1,1000000,-17.421875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+1,2000000,-19.75,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+1,3000000,-18.9375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+1,4000000,-18.421875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+1,5000000,-17.84375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+1,6000000,-18.203125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+1,7000000,-17.71875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+1,8000000,-18.609375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+1,9000000,-19.1875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+1,10000000,-17.8125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,8
+2,1000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+2,2000000,-23.53125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+2,3000000,-23.59375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+2,4000000,-23.3125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+2,5000000,-23.59375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+2,6000000,-23.421875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+2,7000000,-23.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+2,8000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+2,9000000,-23.375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+2,10000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,8
+3,1000000,-20.984375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
+3,2000000,-21.90625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
+3,3000000,-19.0625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
+3,4000000,-16.9375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
+3,5000000,-15.25,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
+3,6000000,-15.328125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
+3,7000000,-14.234375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
+3,8000000,-16.890625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
+3,9000000,-13.546875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
+3,10000000,-13.46875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,8
 4,1000000,-23.53125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,8
 4,2000000,-23.78125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,8
 4,3000000,-23.953125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,8
@@ -12859,56 +12859,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-17.0,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,8
 5,9000000,-18.71875,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,8
 5,10000000,-17.8125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,8
-6,1000000,-16.671875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-6,2000000,-13.515625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-6,3000000,-16.578125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-6,4000000,-16.53125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-6,5000000,-16.84375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-6,6000000,-15.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-6,7000000,-15.859375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-6,8000000,-14.4375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-6,9000000,-15.046875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-6,10000000,-14.046875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,8
-7,1000000,-23.984375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-7,2000000,-23.453125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-7,3000000,-23.640625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-7,4000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-7,5000000,-23.453125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-7,6000000,-23.609375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-7,7000000,-23.5,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-7,8000000,-23.65625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-7,9000000,-23.765625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-7,10000000,-23.8125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,8
-8,1000000,-23.546875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-8,2000000,-22.453125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-8,3000000,-23.46875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-8,4000000,-23.328125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-8,5000000,-23.484375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-8,6000000,-23.4375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-8,7000000,-23.5625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-8,8000000,-23.4375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-8,9000000,-23.0625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-8,10000000,-23.125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,8
-9,1000000,-23.5625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-9,2000000,-23.578125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-9,3000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-9,4000000,-23.890625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-9,5000000,-23.84375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-9,6000000,-23.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-9,7000000,-23.96875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-9,8000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-9,9000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-9,10000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,8
-10,1000000,-22.1875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
-10,2000000,-21.859375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
-10,3000000,-20.953125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
-10,4000000,-21.796875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
-10,5000000,-23.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
-10,6000000,-18.875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
-10,7000000,-22.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
-10,8000000,-23.140625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
-10,9000000,-21.140625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
-10,10000000,-22.9375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,8
+6,1000000,-16.671875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+6,2000000,-13.515625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+6,3000000,-16.578125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+6,4000000,-16.53125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+6,5000000,-16.84375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+6,6000000,-15.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+6,7000000,-15.859375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+6,8000000,-14.4375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+6,9000000,-15.046875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+6,10000000,-14.046875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,8
+7,1000000,-23.984375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+7,2000000,-23.453125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+7,3000000,-23.640625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+7,4000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+7,5000000,-23.453125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+7,6000000,-23.609375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+7,7000000,-23.5,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+7,8000000,-23.65625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+7,9000000,-23.765625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+7,10000000,-23.8125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,8
+8,1000000,-23.546875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+8,2000000,-22.453125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+8,3000000,-23.46875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+8,4000000,-23.328125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+8,5000000,-23.484375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+8,6000000,-23.4375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+8,7000000,-23.5625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+8,8000000,-23.4375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+8,9000000,-23.0625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+8,10000000,-23.125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,8
+9,1000000,-23.5625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+9,2000000,-23.578125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+9,3000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+9,4000000,-23.890625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+9,5000000,-23.84375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+9,6000000,-23.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+9,7000000,-23.96875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+9,8000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+9,9000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+9,10000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
+10,1000000,-22.1875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,2000000,-21.859375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,3000000,-20.953125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,4000000,-21.796875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,5000000,-23.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,6000000,-18.875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,7000000,-22.921875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,8000000,-23.140625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,9000000,-21.140625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,10000000,-22.9375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
 11,1000000,-21.71875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
 11,2000000,-22.9375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
 11,3000000,-21.484375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
@@ -12919,26 +12919,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-23.0625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
 11,9000000,-23.421875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
 11,10000000,-22.703125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
-12,1000000,-23.890625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,2000000,-22.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,3000000,-23.25,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,4000000,-23.046875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,5000000,-23.0,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,6000000,-23.109375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,7000000,-22.625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,8000000,-23.1875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,9000000,-23.515625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,10000000,-23.828125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-13,1000000,-23.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
-13,2000000,-23.53125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
-13,3000000,-23.296875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
-13,4000000,-23.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
-13,5000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
-13,6000000,-23.46875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
-13,7000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
-13,8000000,-23.453125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
-13,9000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
-13,10000000,-23.46875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
+12,1000000,-23.890625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+12,2000000,-22.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+12,3000000,-23.25,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+12,4000000,-23.046875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+12,5000000,-23.0,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+12,6000000,-23.109375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+12,7000000,-22.625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+12,8000000,-23.1875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+12,9000000,-23.515625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+12,10000000,-23.828125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,8
+13,1000000,-23.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,2000000,-23.53125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,3000000,-23.296875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,4000000,-23.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,5000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,6000000,-23.46875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,7000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,8000000,-23.453125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,9000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,10000000,-23.46875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
 14,1000000,-18.96875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
 14,2000000,-17.203125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
 14,3000000,-17.65625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
@@ -12949,26 +12949,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-15.328125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
 14,9000000,-16.109375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
 14,10000000,-17.8125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
-15,1000000,-23.421875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,2000000,-23.515625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,3000000,-23.421875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,4000000,-23.5625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,5000000,-23.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,6000000,-23.46875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,7000000,-23.453125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,8000000,-23.359375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,9000000,-23.53125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,10000000,-23.40625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-16,1000000,-22.828125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
-16,2000000,-18.375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
-16,3000000,-18.953125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
-16,4000000,-18.75,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
-16,5000000,-17.25,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
-16,6000000,-17.234375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
-16,7000000,-17.125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
-16,8000000,-16.3125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
-16,9000000,-19.1875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
-16,10000000,-15.15625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
+15,1000000,-23.421875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+15,2000000,-23.515625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+15,3000000,-23.421875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+15,4000000,-23.5625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+15,5000000,-23.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+15,6000000,-23.46875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+15,7000000,-23.453125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+15,8000000,-23.359375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+15,9000000,-23.53125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+15,10000000,-23.40625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,8
+16,1000000,-22.828125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,2000000,-18.375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,3000000,-18.953125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,4000000,-18.75,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,5000000,-17.25,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,6000000,-17.234375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,7000000,-17.125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,8000000,-16.3125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,9000000,-19.1875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,10000000,-15.15625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
 17,1000000,-22.765625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
 17,2000000,-23.78125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
 17,3000000,-22.890625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
@@ -12979,26 +12979,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-22.4375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
 17,9000000,-23.203125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
 17,10000000,-23.46875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
-18,1000000,-23.328125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-18,2000000,-23.296875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-18,3000000,-23.296875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-18,4000000,-23.484375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-18,5000000,-23.296875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-18,6000000,-23.3125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-18,7000000,-23.0625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-18,8000000,-23.359375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-18,9000000,-23.109375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-18,10000000,-23.0,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
-19,1000000,-23.234375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
-19,2000000,-23.03125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
-19,3000000,-23.890625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
-19,4000000,-23.609375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
-19,5000000,-23.640625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
-19,6000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
-19,7000000,-23.46875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
-19,8000000,-23.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
-19,9000000,-23.5,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
-19,10000000,-23.453125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,8
+18,1000000,-23.328125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+18,2000000,-23.296875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+18,3000000,-23.296875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+18,4000000,-23.484375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+18,5000000,-23.296875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+18,6000000,-23.3125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+18,7000000,-23.0625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+18,8000000,-23.359375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+18,9000000,-23.109375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+18,10000000,-23.0,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,8
+19,1000000,-23.234375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
+19,2000000,-23.03125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
+19,3000000,-23.890625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
+19,4000000,-23.609375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
+19,5000000,-23.640625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
+19,6000000,-23.71875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
+19,7000000,-23.46875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
+19,8000000,-23.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
+19,9000000,-23.5,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
+19,10000000,-23.453125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,8
 20,1000000,-23.34375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
 20,2000000,-21.859375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
 20,3000000,-22.625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
@@ -13009,76 +13009,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-23.921875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
 20,9000000,-23.765625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
 20,10000000,-23.71875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
-21,1000000,-22.328125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-21,2000000,-23.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-21,3000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-21,4000000,-23.484375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-21,5000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-21,6000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-21,7000000,-23.765625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-21,8000000,-23.328125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-21,9000000,-23.359375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-21,10000000,-23.828125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,8
-22,1000000,-18.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-22,2000000,-19.1875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-22,3000000,-18.296875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-22,4000000,-17.140625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-22,5000000,-17.46875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-22,6000000,-18.140625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-22,7000000,-16.765625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-22,8000000,-17.609375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-22,9000000,-17.3125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-22,10000000,-16.734375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,8
-23,1000000,-18.9375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-23,2000000,-19.171875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-23,3000000,-18.0,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-23,4000000,-16.59375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-23,5000000,-17.984375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-23,6000000,-17.546875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-23,7000000,-15.53125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-23,8000000,-16.046875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-23,9000000,-15.390625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-23,10000000,-13.5,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,8
-24,1000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-24,2000000,-24.0,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-24,3000000,-23.546875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-24,4000000,-23.90625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-24,5000000,-23.65625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-24,6000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-24,7000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-24,8000000,-23.515625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-24,9000000,-23.984375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-24,10000000,-23.328125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,8
-25,1000000,-19.59375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-25,2000000,-17.171875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-25,3000000,-17.640625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-25,4000000,-19.21875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-25,5000000,-20.6875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-25,6000000,-21.703125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-25,7000000,-23.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-25,8000000,-23.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-25,9000000,-23.125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-25,10000000,-22.734375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,8
-26,1000000,-23.921875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-26,2000000,-23.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-26,3000000,-23.1875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-26,4000000,-23.203125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-26,5000000,-23.375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-26,6000000,-22.796875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-26,7000000,-23.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-26,8000000,-23.765625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-26,9000000,-23.890625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-26,10000000,-23.53125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,8
-27,1000000,-22.921875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
-27,2000000,-23.4375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
-27,3000000,-22.15625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
-27,4000000,-23.515625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
-27,5000000,-23.890625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
-27,6000000,-22.859375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
-27,7000000,-23.1875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
-27,8000000,-23.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
-27,9000000,-22.34375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
-27,10000000,-23.953125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,8
+21,1000000,-22.328125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+21,2000000,-23.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+21,3000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+21,4000000,-23.484375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+21,5000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+21,6000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+21,7000000,-23.765625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+21,8000000,-23.328125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+21,9000000,-23.359375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+21,10000000,-23.828125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,8
+22,1000000,-18.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+22,2000000,-19.1875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+22,3000000,-18.296875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+22,4000000,-17.140625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+22,5000000,-17.46875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+22,6000000,-18.140625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+22,7000000,-16.765625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+22,8000000,-17.609375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+22,9000000,-17.3125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+22,10000000,-16.734375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,8
+23,1000000,-18.9375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+23,2000000,-19.171875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+23,3000000,-18.0,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+23,4000000,-16.59375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+23,5000000,-17.984375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+23,6000000,-17.546875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+23,7000000,-15.53125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+23,8000000,-16.046875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+23,9000000,-15.390625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+23,10000000,-13.5,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,8
+24,1000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+24,2000000,-24.0,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+24,3000000,-23.546875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+24,4000000,-23.90625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+24,5000000,-23.65625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+24,6000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+24,7000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+24,8000000,-23.515625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+24,9000000,-23.984375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+24,10000000,-23.328125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,8
+25,1000000,-19.59375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+25,2000000,-17.171875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+25,3000000,-17.640625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+25,4000000,-19.21875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+25,5000000,-20.6875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+25,6000000,-21.703125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+25,7000000,-23.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+25,8000000,-23.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+25,9000000,-23.125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+25,10000000,-22.734375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,8
+26,1000000,-23.921875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+26,2000000,-23.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+26,3000000,-23.1875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+26,4000000,-23.203125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+26,5000000,-23.375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+26,6000000,-22.796875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+26,7000000,-23.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+26,8000000,-23.765625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+26,9000000,-23.890625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+26,10000000,-23.53125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,8
+27,1000000,-22.921875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
+27,2000000,-23.4375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
+27,3000000,-22.15625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
+27,4000000,-23.515625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
+27,5000000,-23.890625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
+27,6000000,-22.859375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
+27,7000000,-23.1875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
+27,8000000,-23.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
+27,9000000,-22.34375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
+27,10000000,-23.953125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,8
 28,1000000,-23.046875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
 28,2000000,-20.75,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
 28,3000000,-19.875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
@@ -13089,56 +13089,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-22.078125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
 28,9000000,-21.265625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
 28,10000000,-22.8125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
-29,1000000,-23.5,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-29,2000000,-22.90625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-29,3000000,-22.671875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-29,4000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-29,5000000,-23.328125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-29,6000000,-23.5,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-29,7000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-29,8000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-29,9000000,-23.34375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-29,10000000,-24.0,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,8
-30,1000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-30,2000000,-23.34375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-30,3000000,-23.5625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-30,4000000,-23.890625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-30,5000000,-23.46875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-30,6000000,-24.0,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-30,7000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-30,8000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-30,9000000,-23.890625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-30,10000000,-23.59375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,8
-31,1000000,-23.78125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-31,2000000,-23.375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-31,3000000,-23.75,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-31,4000000,-22.046875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-31,5000000,-23.296875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-31,6000000,-22.765625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-31,7000000,-23.546875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-31,8000000,-23.5625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-31,9000000,-23.0,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-31,10000000,-22.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,8
-32,1000000,-23.5,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-32,2000000,-22.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-32,3000000,-23.359375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-32,4000000,-23.625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-32,5000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-32,6000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-32,7000000,-23.8125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-32,8000000,-22.828125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-32,9000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-32,10000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,8
-33,1000000,-23.359375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
-33,2000000,-23.359375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
-33,3000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
-33,4000000,-23.59375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
-33,5000000,-23.140625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
-33,6000000,-23.828125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
-33,7000000,-22.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
-33,8000000,-23.828125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
-33,9000000,-23.859375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
-33,10000000,-23.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,8
+29,1000000,-23.5,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+29,2000000,-22.90625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+29,3000000,-22.671875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+29,4000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+29,5000000,-23.328125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+29,6000000,-23.5,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+29,7000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+29,8000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+29,9000000,-23.34375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+29,10000000,-24.0,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,8
+30,1000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+30,2000000,-23.34375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+30,3000000,-23.5625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+30,4000000,-23.890625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+30,5000000,-23.46875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+30,6000000,-24.0,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+30,7000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+30,8000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+30,9000000,-23.890625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+30,10000000,-23.59375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,8
+31,1000000,-23.78125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+31,2000000,-23.375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+31,3000000,-23.75,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+31,4000000,-22.046875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+31,5000000,-23.296875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+31,6000000,-22.765625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+31,7000000,-23.546875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+31,8000000,-23.5625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+31,9000000,-23.0,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+31,10000000,-22.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,8
+32,1000000,-23.5,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+32,2000000,-22.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+32,3000000,-23.359375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+32,4000000,-23.625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+32,5000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+32,6000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+32,7000000,-23.8125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+32,8000000,-22.828125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+32,9000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+32,10000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,8
+33,1000000,-23.359375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
+33,2000000,-23.359375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
+33,3000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
+33,4000000,-23.59375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
+33,5000000,-23.140625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
+33,6000000,-23.828125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
+33,7000000,-22.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
+33,8000000,-23.828125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
+33,9000000,-23.859375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
+33,10000000,-23.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,8
 34,1000000,-20.171875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
 34,2000000,-18.84375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
 34,3000000,-19.421875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
@@ -13149,96 +13149,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-19.09375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
 34,9000000,-18.515625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
 34,10000000,-18.28125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
-35,1000000,-23.609375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-35,2000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-35,3000000,-23.546875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-35,4000000,-23.8125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-35,5000000,-22.59375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-35,6000000,-23.4375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-35,7000000,-23.53125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-35,8000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-35,9000000,-22.53125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-35,10000000,-21.671875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,8
-36,1000000,-22.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-36,2000000,-22.625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-36,3000000,-23.921875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-36,4000000,-23.078125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-36,5000000,-23.828125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-36,6000000,-23.546875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-36,7000000,-23.84375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-36,8000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-36,9000000,-23.328125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-36,10000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,8
-37,1000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-37,2000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-37,3000000,-23.953125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-37,4000000,-23.96875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-37,5000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-37,6000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-37,7000000,-23.953125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-37,8000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-37,9000000,-23.96875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-37,10000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,8
-38,1000000,-20.390625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-38,2000000,-20.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-38,3000000,-19.984375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-38,4000000,-20.578125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-38,5000000,-21.140625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-38,6000000,-21.3125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-38,7000000,-22.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-38,8000000,-17.953125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-38,9000000,-18.484375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-38,10000000,-15.765625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,8
-39,1000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-39,2000000,-23.921875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-39,3000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-39,4000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-39,5000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-39,6000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-39,7000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-39,8000000,-23.921875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-39,9000000,-23.828125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-39,10000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,8
-40,1000000,-19.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-40,2000000,-18.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-40,3000000,-18.421875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-40,4000000,-18.46875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-40,5000000,-18.15625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-40,6000000,-18.046875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-40,7000000,-17.625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-40,8000000,-17.875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-40,9000000,-17.828125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-40,10000000,-18.3125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,8
-41,1000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-41,2000000,-23.28125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-41,3000000,-22.9375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-41,4000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-41,5000000,-23.703125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-41,6000000,-23.390625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-41,7000000,-23.484375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-41,8000000,-23.359375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-41,9000000,-20.734375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-41,10000000,-23.515625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,8
-42,1000000,-17.9375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-42,2000000,-18.140625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-42,3000000,-16.84375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-42,4000000,-18.203125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-42,5000000,-13.90625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-42,6000000,-15.5,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-42,7000000,-16.140625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-42,8000000,-15.609375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-42,9000000,-16.703125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-42,10000000,-17.390625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,8
-43,1000000,-23.90625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
-43,2000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
-43,3000000,-22.875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
-43,4000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
-43,5000000,-23.203125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
-43,6000000,-23.90625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
-43,7000000,-23.46875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
-43,8000000,-22.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
-43,9000000,-23.859375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
-43,10000000,-23.421875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,8
+35,1000000,-23.609375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+35,2000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+35,3000000,-23.546875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+35,4000000,-23.8125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+35,5000000,-22.59375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+35,6000000,-23.4375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+35,7000000,-23.53125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+35,8000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+35,9000000,-22.53125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+35,10000000,-21.671875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,8
+36,1000000,-22.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+36,2000000,-22.625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+36,3000000,-23.921875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+36,4000000,-23.078125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+36,5000000,-23.828125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+36,6000000,-23.546875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+36,7000000,-23.84375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+36,8000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+36,9000000,-23.328125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+36,10000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,8
+37,1000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+37,2000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+37,3000000,-23.953125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+37,4000000,-23.96875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+37,5000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+37,6000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+37,7000000,-23.953125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+37,8000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+37,9000000,-23.96875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+37,10000000,-23.984375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,8
+38,1000000,-20.390625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+38,2000000,-20.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+38,3000000,-19.984375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+38,4000000,-20.578125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+38,5000000,-21.140625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+38,6000000,-21.3125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+38,7000000,-22.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+38,8000000,-17.953125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+38,9000000,-18.484375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+38,10000000,-15.765625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,8
+39,1000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+39,2000000,-23.921875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+39,3000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+39,4000000,-23.90625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+39,5000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+39,6000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+39,7000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+39,8000000,-23.921875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+39,9000000,-23.828125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+39,10000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,8
+40,1000000,-19.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+40,2000000,-18.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+40,3000000,-18.421875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+40,4000000,-18.46875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+40,5000000,-18.15625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+40,6000000,-18.046875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+40,7000000,-17.625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+40,8000000,-17.875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+40,9000000,-17.828125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+40,10000000,-18.3125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,8
+41,1000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+41,2000000,-23.28125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+41,3000000,-22.9375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+41,4000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+41,5000000,-23.703125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+41,6000000,-23.390625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+41,7000000,-23.484375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+41,8000000,-23.359375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+41,9000000,-20.734375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+41,10000000,-23.515625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,8
+42,1000000,-17.9375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+42,2000000,-18.140625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+42,3000000,-16.84375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+42,4000000,-18.203125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+42,5000000,-13.90625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+42,6000000,-15.5,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+42,7000000,-16.140625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+42,8000000,-15.609375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+42,9000000,-16.703125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+42,10000000,-17.390625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,8
+43,1000000,-23.90625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
+43,2000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
+43,3000000,-22.875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
+43,4000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
+43,5000000,-23.203125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
+43,6000000,-23.90625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
+43,7000000,-23.46875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
+43,8000000,-22.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
+43,9000000,-23.859375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
+43,10000000,-23.421875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,8
 44,1000000,-23.359375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,8
 44,2000000,-23.34375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,8
 44,3000000,-23.65625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,8
@@ -13249,56 +13249,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.578125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,8
 44,9000000,-23.71875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,8
 44,10000000,-23.453125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,8
-45,1000000,-23.5625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-45,2000000,-23.453125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-45,3000000,-23.515625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-45,4000000,-23.5,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-45,5000000,-23.609375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-45,6000000,-23.640625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-45,7000000,-23.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-45,8000000,-23.4375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-45,9000000,-23.578125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-45,10000000,-23.53125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,8
-46,1000000,-19.375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-46,2000000,-17.1875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-46,3000000,-18.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-46,4000000,-17.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-46,5000000,-16.9375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-46,6000000,-18.921875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-46,7000000,-15.46875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-46,8000000,-13.90625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-46,9000000,-17.234375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-46,10000000,-14.765625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,8
-47,1000000,-23.5,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-47,2000000,-23.625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-47,3000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-47,4000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-47,5000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-47,6000000,-23.59375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-47,7000000,-23.984375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-47,8000000,-23.625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-47,9000000,-23.953125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-47,10000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,8
-48,1000000,-19.203125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-48,2000000,-20.0625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-48,3000000,-18.28125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-48,4000000,-18.625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-48,5000000,-18.0,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-48,6000000,-17.421875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-48,7000000,-18.203125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-48,8000000,-17.890625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-48,9000000,-19.21875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-48,10000000,-17.03125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,8
-49,1000000,-23.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
-49,2000000,-23.125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
-49,3000000,-23.875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
-49,4000000,-23.828125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
-49,5000000,-22.90625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
-49,6000000,-22.734375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
-49,7000000,-23.53125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
-49,8000000,-23.609375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
-49,9000000,-23.75,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
-49,10000000,-23.828125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,8
+45,1000000,-23.5625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+45,2000000,-23.453125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+45,3000000,-23.515625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+45,4000000,-23.5,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+45,5000000,-23.609375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+45,6000000,-23.640625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+45,7000000,-23.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+45,8000000,-23.4375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+45,9000000,-23.578125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+45,10000000,-23.53125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,8
+46,1000000,-19.375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,2000000,-17.1875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,3000000,-18.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,4000000,-17.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,5000000,-16.9375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,6000000,-18.921875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,7000000,-15.46875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,8000000,-13.90625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,9000000,-17.234375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,10000000,-14.765625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+47,1000000,-23.5,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,2000000,-23.625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,3000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,4000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,5000000,-23.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,6000000,-23.59375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,7000000,-23.984375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,8000000,-23.625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,9000000,-23.953125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,10000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+48,1000000,-19.203125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,2000000,-20.0625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,3000000,-18.28125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,4000000,-18.625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,5000000,-18.0,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,6000000,-17.421875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,7000000,-18.203125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,8000000,-17.890625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,9000000,-19.21875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,10000000,-17.03125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+49,1000000,-23.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,2000000,-23.125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,3000000,-23.875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,4000000,-23.828125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,5000000,-22.90625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,6000000,-22.734375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,7000000,-23.53125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,8000000,-23.609375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,9000000,-23.75,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,10000000,-23.828125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
 50,1000000,-22.453125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
 50,2000000,-21.640625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
 50,3000000,-23.9375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
@@ -13309,26 +13309,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-23.96875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
 50,9000000,-23.984375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
 50,10000000,-23.75,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
-51,1000000,-22.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,2000000,-22.796875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,3000000,-23.078125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,4000000,-23.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,5000000,-23.109375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,6000000,-22.796875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,7000000,-22.921875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,8000000,-22.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,9000000,-23.078125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,10000000,-22.84375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-52,1000000,-19.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,2000000,-17.8125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,3000000,-15.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,4000000,-14.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,5000000,-18.515625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,6000000,-16.453125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,7000000,-17.328125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,8000000,-13.25,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,9000000,-12.828125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,10000000,-14.421875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
+51,1000000,-22.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,2000000,-22.796875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,3000000,-23.078125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,4000000,-23.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,5000000,-23.109375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,6000000,-22.796875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,7000000,-22.921875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,8000000,-22.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,9000000,-23.078125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,10000000,-22.84375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+52,1000000,-19.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,2000000,-17.8125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,3000000,-15.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,4000000,-14.03125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,5000000,-18.515625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,6000000,-16.453125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,7000000,-17.328125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,8000000,-13.25,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,9000000,-12.828125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,10000000,-14.421875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
 53,1000000,-22.90625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,8
 53,2000000,-23.9375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,8
 53,3000000,-23.390625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,8
@@ -13349,16 +13349,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-17.6875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,8
 54,9000000,-16.375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,8
 54,10000000,-16.296875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,8
-55,1000000,-18.046875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,2000000,-17.328125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,3000000,-18.359375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,4000000,-18.0625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,5000000,-18.171875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,6000000,-19.5625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,7000000,-19.109375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,8000000,-20.921875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,9000000,-20.171875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,10000000,-22.265625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
+55,1000000,-18.046875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,2000000,-17.328125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,3000000,-18.359375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,4000000,-18.0625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,5000000,-18.171875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,6000000,-19.5625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,7000000,-19.109375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,8000000,-20.921875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,9000000,-20.171875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,10000000,-22.265625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
 56,1000000,-23.359375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
 56,2000000,-23.625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
 56,3000000,-23.765625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
@@ -13369,16 +13369,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-23.375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
 56,9000000,-23.9375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
 56,10000000,-23.0,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
-57,1000000,-23.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,2000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,3000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,4000000,-23.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,5000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,6000000,-23.046875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,7000000,-23.578125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,8000000,-24.0,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,9000000,-23.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,10000000,-23.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
+57,1000000,-23.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,2000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,3000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,4000000,-23.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,5000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,6000000,-23.046875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,7000000,-23.578125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,8000000,-24.0,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,9000000,-23.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,10000000,-23.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
 58,1000000,-22.78125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
 58,2000000,-22.265625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
 58,3000000,-19.890625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
@@ -13389,26 +13389,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-15.65625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
 58,9000000,-16.25,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
 58,10000000,-17.8125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
-59,1000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,2000000,-23.796875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,3000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,4000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,5000000,-23.609375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,6000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,7000000,-23.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,8000000,-23.421875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,9000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,10000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-60,1000000,-20.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,2000000,-22.28125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,3000000,-21.796875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,4000000,-23.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,5000000,-23.921875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,6000000,-23.921875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,7000000,-22.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,8000000,-23.96875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,9000000,-23.953125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,10000000,-23.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
+59,1000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,2000000,-23.796875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,3000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,4000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,5000000,-23.609375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,6000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,7000000,-23.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,8000000,-23.421875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,9000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,10000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+60,1000000,-20.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,2000000,-22.28125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,3000000,-21.796875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,4000000,-23.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,5000000,-23.921875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,6000000,-23.921875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,7000000,-22.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,8000000,-23.96875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,9000000,-23.953125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,10000000,-23.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
 61,1000000,-15.75,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
 61,2000000,-16.515625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
 61,3000000,-17.984375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
@@ -13419,16 +13419,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-13.671875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
 61,9000000,-16.953125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
 61,10000000,-16.453125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
-62,1000000,-23.84375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,2000000,-23.859375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,3000000,-22.984375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,4000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,5000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,6000000,-23.296875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,7000000,-23.609375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,8000000,-23.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,9000000,-23.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,10000000,-23.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
+62,1000000,-23.84375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,2000000,-23.859375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,3000000,-22.984375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,4000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,5000000,-23.453125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,6000000,-23.296875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,7000000,-23.609375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,8000000,-23.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,9000000,-23.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,10000000,-23.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
 63,1000000,-23.390625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
 63,2000000,-23.890625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
 63,3000000,-23.453125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
@@ -13439,16 +13439,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.390625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
 63,9000000,-23.390625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
 63,10000000,-23.953125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
-64,1000000,-17.65625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,2000000,-19.84375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,3000000,-15.015625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,4000000,-15.65625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,5000000,-15.984375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,6000000,-15.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,7000000,-15.015625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,8000000,-12.40625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,9000000,-16.578125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,10000000,-15.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
+64,1000000,-17.65625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,2000000,-19.84375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,3000000,-15.015625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,4000000,-15.65625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,5000000,-15.984375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,6000000,-15.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,7000000,-15.015625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,8000000,-12.40625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,9000000,-16.578125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,10000000,-15.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
 65,1000000,-18.921875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,8
 65,2000000,-18.671875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,8
 65,3000000,-19.796875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,8
@@ -13469,16 +13469,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-22.765625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,8
 66,9000000,-22.875,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,8
 66,10000000,-23.4375,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,8
-67,1000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,2000000,-23.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,3000000,-23.703125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,4000000,-23.453125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,5000000,-21.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,6000000,-21.359375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,7000000,-22.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,8000000,-22.609375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,9000000,-22.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,10000000,-22.609375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
+67,1000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,2000000,-23.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,3000000,-23.703125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,4000000,-23.453125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,5000000,-21.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,6000000,-21.359375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,7000000,-22.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,8000000,-22.609375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,9000000,-22.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,10000000,-22.609375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
 68,1000000,-20.0,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,8
 68,2000000,-22.65625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,8
 68,3000000,-20.765625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,8
@@ -13509,46 +13509,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-23.828125,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,8
 70,9000000,-23.484375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,8
 70,10000000,-22.859375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,8
-71,1000000,-20.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,2000000,-19.515625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,3000000,-18.84375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,4000000,-21.140625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,5000000,-19.21875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,6000000,-17.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,7000000,-18.59375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,8000000,-18.265625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,9000000,-17.953125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,10000000,-18.046875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-72,1000000,-22.796875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-72,2000000,-23.875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-72,3000000,-23.15625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-72,4000000,-23.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-72,5000000,-23.140625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-72,6000000,-23.15625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-72,7000000,-23.921875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-72,8000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-72,9000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-72,10000000,-23.421875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,8
-73,1000000,-23.9375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-73,2000000,-23.875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-73,3000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-73,4000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-73,5000000,-23.984375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-73,6000000,-23.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-73,7000000,-23.90625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-73,8000000,-23.984375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-73,9000000,-23.953125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-73,10000000,-24.0,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,8
-74,1000000,-21.390625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
-74,2000000,-22.6875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
-74,3000000,-22.875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
-74,4000000,-23.53125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
-74,5000000,-23.953125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
-74,6000000,-20.96875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
-74,7000000,-23.78125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
-74,8000000,-23.671875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
-74,9000000,-22.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
-74,10000000,-20.984375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,8
+71,1000000,-20.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+71,2000000,-19.515625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+71,3000000,-18.84375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+71,4000000,-21.140625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+71,5000000,-19.21875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+71,6000000,-17.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+71,7000000,-18.59375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+71,8000000,-18.265625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+71,9000000,-17.953125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+71,10000000,-18.046875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,8
+72,1000000,-22.796875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+72,2000000,-23.875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+72,3000000,-23.15625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+72,4000000,-23.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+72,5000000,-23.140625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+72,6000000,-23.15625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+72,7000000,-23.921875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+72,8000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+72,9000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+72,10000000,-23.421875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,8
+73,1000000,-23.9375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+73,2000000,-23.875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+73,3000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+73,4000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+73,5000000,-23.984375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+73,6000000,-23.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+73,7000000,-23.90625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+73,8000000,-23.984375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+73,9000000,-23.953125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+73,10000000,-24.0,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,8
+74,1000000,-21.390625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
+74,2000000,-22.6875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
+74,3000000,-22.875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
+74,4000000,-23.53125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
+74,5000000,-23.953125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
+74,6000000,-20.96875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
+74,7000000,-23.78125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
+74,8000000,-23.671875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
+74,9000000,-22.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
+74,10000000,-20.984375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,8
 75,1000000,-23.96875,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,8
 75,2000000,-23.953125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,8
 75,3000000,-23.84375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,8
@@ -13569,56 +13569,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-20.625,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,8
 76,9000000,-20.671875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,8
 76,10000000,-20.40625,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,8
-77,1000000,-23.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-77,2000000,-23.203125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-77,3000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-77,4000000,-23.828125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-77,5000000,-23.59375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-77,6000000,-23.671875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-77,7000000,-23.515625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-77,8000000,-23.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-77,9000000,-23.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-77,10000000,-23.9375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,8
-78,1000000,-19.40625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-78,2000000,-19.34375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-78,3000000,-19.90625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-78,4000000,-19.84375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-78,5000000,-19.734375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-78,6000000,-19.34375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-78,7000000,-18.34375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-78,8000000,-17.75,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-78,9000000,-16.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-78,10000000,-17.15625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,8
-79,1000000,-17.59375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-79,2000000,-17.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-79,3000000,-16.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-79,4000000,-16.734375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-79,5000000,-17.0625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-79,6000000,-15.515625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-79,7000000,-16.859375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-79,8000000,-16.1875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-79,9000000,-15.203125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-79,10000000,-16.484375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,8
-80,1000000,-20.765625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-80,2000000,-22.171875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-80,3000000,-23.921875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-80,4000000,-22.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-80,5000000,-22.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-80,6000000,-22.5625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-80,7000000,-20.734375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-80,8000000,-23.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-80,9000000,-23.96875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-80,10000000,-23.8125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,8
-81,1000000,-23.546875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
-81,2000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
-81,3000000,-22.796875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
-81,4000000,-22.453125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
-81,5000000,-23.640625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
-81,6000000,-23.8125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
-81,7000000,-23.21875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
-81,8000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
-81,9000000,-23.453125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
-81,10000000,-23.84375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,8
+77,1000000,-23.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+77,2000000,-23.203125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+77,3000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+77,4000000,-23.828125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+77,5000000,-23.59375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+77,6000000,-23.671875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+77,7000000,-23.515625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+77,8000000,-23.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+77,9000000,-23.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+77,10000000,-23.9375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+78,1000000,-19.40625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,2000000,-19.34375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,3000000,-19.90625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,4000000,-19.84375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,5000000,-19.734375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,6000000,-19.34375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,7000000,-18.34375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,8000000,-17.75,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,9000000,-16.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,10000000,-17.15625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+79,1000000,-17.59375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,2000000,-17.671875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,3000000,-16.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,4000000,-16.734375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,5000000,-17.0625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,6000000,-15.515625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,7000000,-16.859375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,8000000,-16.1875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,9000000,-15.203125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,10000000,-16.484375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+80,1000000,-20.765625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,2000000,-22.171875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,3000000,-23.921875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,4000000,-22.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,5000000,-22.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,6000000,-22.5625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,7000000,-20.734375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,8000000,-23.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,9000000,-23.96875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,10000000,-23.8125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+81,1000000,-23.546875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,2000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,3000000,-22.796875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,4000000,-22.453125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,5000000,-23.640625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,6000000,-23.8125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,7000000,-23.21875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,8000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,9000000,-23.453125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,10000000,-23.84375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
 82,1000000,-20.8125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
 82,2000000,-17.015625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
 82,3000000,-17.546875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
@@ -13629,46 +13629,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-12.59375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
 82,9000000,-14.875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
 82,10000000,-14.46875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
-83,1000000,-23.46875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,2000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,3000000,-23.671875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,4000000,-23.640625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,5000000,-23.40625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,6000000,-23.515625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,7000000,-23.546875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,8000000,-23.515625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,9000000,-23.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,10000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-84,1000000,-22.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,2000000,-19.40625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,3000000,-18.5,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,4000000,-18.90625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,5000000,-15.796875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,6000000,-16.875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,7000000,-17.46875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,8000000,-16.96875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,9000000,-17.59375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,10000000,-17.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-85,1000000,-23.46875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,2000000,-23.4375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,3000000,-23.546875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,4000000,-23.796875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,5000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,6000000,-23.578125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,7000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,8000000,-23.375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,9000000,-23.671875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,10000000,-23.890625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-86,1000000,-21.453125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,2000000,-20.078125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,3000000,-19.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,4000000,-18.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,5000000,-17.0,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,6000000,-17.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,7000000,-20.5,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,8000000,-14.890625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,9000000,-15.21875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,10000000,-16.078125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
+83,1000000,-23.46875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,2000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,3000000,-23.671875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,4000000,-23.640625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,5000000,-23.40625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,6000000,-23.515625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,7000000,-23.546875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,8000000,-23.515625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,9000000,-23.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,10000000,-23.390625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+84,1000000,-22.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,2000000,-19.40625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,3000000,-18.5,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,4000000,-18.90625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,5000000,-15.796875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,6000000,-16.875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,7000000,-17.46875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,8000000,-16.96875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,9000000,-17.59375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,10000000,-17.21875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+85,1000000,-23.46875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,2000000,-23.4375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,3000000,-23.546875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,4000000,-23.796875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,5000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,6000000,-23.578125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,7000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,8000000,-23.375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,9000000,-23.671875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,10000000,-23.890625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+86,1000000,-21.453125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,2000000,-20.078125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,3000000,-19.46875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,4000000,-18.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,5000000,-17.0,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,6000000,-17.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,7000000,-20.5,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,8000000,-14.890625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,9000000,-15.21875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,10000000,-16.078125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
 87,1000000,-22.90625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
 87,2000000,-22.09375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
 87,3000000,-23.90625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
@@ -13679,16 +13679,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-23.234375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
 87,9000000,-23.5625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
 87,10000000,-23.4375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
-88,1000000,-23.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,2000000,-23.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,3000000,-23.421875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,4000000,-23.84375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,5000000,-23.21875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,6000000,-20.234375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,7000000,-23.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,8000000,-22.609375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,9000000,-23.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,10000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
+88,1000000,-23.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,2000000,-23.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,3000000,-23.421875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,4000000,-23.84375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,5000000,-23.21875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,6000000,-20.234375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,7000000,-23.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,8000000,-22.609375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,9000000,-23.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,10000000,-23.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
 89,1000000,-18.171875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
 89,2000000,-18.890625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
 89,3000000,-19.03125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
@@ -13699,36 +13699,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-20.234375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
 89,9000000,-19.890625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
 89,10000000,-17.3125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
-90,1000000,-23.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,2000000,-23.953125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,3000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,4000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,5000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,6000000,-23.890625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,7000000,-23.953125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,8000000,-23.78125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,9000000,-22.953125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,10000000,-23.234375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-91,1000000,-20.109375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-91,2000000,-18.75,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-91,3000000,-18.296875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-91,4000000,-17.328125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-91,5000000,-18.125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-91,6000000,-17.53125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-91,7000000,-17.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-91,8000000,-18.15625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-91,9000000,-17.71875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-91,10000000,-17.90625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,8
-92,1000000,-21.578125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
-92,2000000,-23.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
-92,3000000,-21.640625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
-92,4000000,-23.875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
-92,5000000,-22.328125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
-92,6000000,-21.796875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
-92,7000000,-22.390625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
-92,8000000,-23.953125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
-92,9000000,-23.296875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
-92,10000000,-23.546875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,8
+90,1000000,-23.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+90,2000000,-23.953125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+90,3000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+90,4000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+90,5000000,-23.921875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+90,6000000,-23.890625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+90,7000000,-23.953125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+90,8000000,-23.78125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+90,9000000,-22.953125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+90,10000000,-23.234375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,8
+91,1000000,-20.109375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+91,2000000,-18.75,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+91,3000000,-18.296875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+91,4000000,-17.328125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+91,5000000,-18.125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+91,6000000,-17.53125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+91,7000000,-17.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+91,8000000,-18.15625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+91,9000000,-17.71875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+91,10000000,-17.90625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,8
+92,1000000,-21.578125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,2000000,-23.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,3000000,-21.640625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,4000000,-23.875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,5000000,-22.328125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,6000000,-21.796875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,7000000,-22.390625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,8000000,-23.953125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,9000000,-23.296875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,10000000,-23.546875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
 93,1000000,-23.71875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
 93,2000000,-23.3125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
 93,3000000,-23.75,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
@@ -13739,36 +13739,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-23.109375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
 93,9000000,-22.578125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
 93,10000000,-23.78125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
-94,1000000,-23.3125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,2000000,-23.890625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,3000000,-23.5625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,4000000,-23.125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,5000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,6000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,7000000,-23.84375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,8000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,9000000,-23.859375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,10000000,-23.296875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-95,1000000,-20.15625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-95,2000000,-17.890625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-95,3000000,-18.234375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-95,4000000,-18.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-95,5000000,-17.703125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-95,6000000,-18.59375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-95,7000000,-18.203125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-95,8000000,-17.6875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-95,9000000,-18.3125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-95,10000000,-17.984375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,8
-96,1000000,-23.984375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
-96,2000000,-21.90625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
-96,3000000,-22.4375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
-96,4000000,-22.328125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
-96,5000000,-23.390625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
-96,6000000,-22.90625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
-96,7000000,-20.5,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
-96,8000000,-19.640625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
-96,9000000,-23.3125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
-96,10000000,-22.4375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,8
+94,1000000,-23.3125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+94,2000000,-23.890625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+94,3000000,-23.5625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+94,4000000,-23.125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+94,5000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+94,6000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+94,7000000,-23.84375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+94,8000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+94,9000000,-23.859375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+94,10000000,-23.296875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,8
+95,1000000,-20.15625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+95,2000000,-17.890625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+95,3000000,-18.234375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+95,4000000,-18.03125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+95,5000000,-17.703125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+95,6000000,-18.59375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+95,7000000,-18.203125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+95,8000000,-17.6875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+95,9000000,-18.3125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+95,10000000,-17.984375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,8
+96,1000000,-23.984375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,2000000,-21.90625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,3000000,-22.4375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,4000000,-22.328125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,5000000,-23.390625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,6000000,-22.90625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,7000000,-20.5,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,8000000,-19.640625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,9000000,-23.3125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,10000000,-22.4375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
 97,1000000,-23.546875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,8
 97,2000000,-22.96875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,8
 97,3000000,-23.515625,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,8
@@ -13789,36 +13789,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-23.515625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,8
 98,9000000,-23.984375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,8
 98,10000000,-23.953125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,8
-99,1000000,-18.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,2000000,-18.78125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,3000000,-19.890625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,4000000,-19.25,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,5000000,-18.265625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,6000000,-20.046875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,7000000,-15.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,8000000,-19.390625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,9000000,-17.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,10000000,-16.328125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-100,1000000,-23.5,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,2000000,-23.0,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,3000000,-23.0,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,4000000,-23.515625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,5000000,-23.296875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,6000000,-22.40625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,7000000,-23.296875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,8000000,-23.421875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,9000000,-22.515625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,10000000,-22.578125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-101,1000000,-17.53125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,2000000,-17.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,3000000,-16.328125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,4000000,-16.6875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,5000000,-17.421875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,6000000,-17.890625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,7000000,-17.578125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,8000000,-13.71875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,9000000,-14.0,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,10000000,-14.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
+99,1000000,-18.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+99,2000000,-18.78125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+99,3000000,-19.890625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+99,4000000,-19.25,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+99,5000000,-18.265625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+99,6000000,-20.046875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+99,7000000,-15.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+99,8000000,-19.390625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+99,9000000,-17.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+99,10000000,-16.328125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
+100,1000000,-23.5,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+100,2000000,-23.0,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+100,3000000,-23.0,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+100,4000000,-23.515625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+100,5000000,-23.296875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+100,6000000,-22.40625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+100,7000000,-23.296875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+100,8000000,-23.421875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+100,9000000,-22.515625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+100,10000000,-22.578125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,8
+101,1000000,-17.53125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,2000000,-17.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,3000000,-16.328125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,4000000,-16.6875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,5000000,-17.421875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,6000000,-17.890625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,7000000,-17.578125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,8000000,-13.71875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,9000000,-14.0,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,10000000,-14.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
 102,1000000,-17.390625,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,8
 102,2000000,-17.15625,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,8
 102,3000000,-16.453125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,8
@@ -13849,56 +13849,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-22.421875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,8
 104,9000000,-22.796875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,8
 104,10000000,-23.921875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,8
-105,1000000,-23.390625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,2000000,-23.734375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,3000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,4000000,-23.484375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,5000000,-23.890625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,6000000,-23.46875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,7000000,-23.84375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,8000000,-23.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,9000000,-23.53125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,10000000,-23.0,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-106,1000000,-23.484375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-106,2000000,-22.0625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-106,3000000,-23.765625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-106,4000000,-22.59375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-106,5000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-106,6000000,-22.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-106,7000000,-22.25,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-106,8000000,-22.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-106,9000000,-22.578125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-106,10000000,-22.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
-107,1000000,-18.71875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-107,2000000,-19.25,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-107,3000000,-18.40625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-107,4000000,-19.1875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-107,5000000,-19.609375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-107,6000000,-19.203125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-107,7000000,-18.75,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-107,8000000,-18.78125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-107,9000000,-19.15625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-107,10000000,-18.9375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,8
-108,1000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-108,2000000,-23.34375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-108,3000000,-23.40625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-108,4000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-108,5000000,-23.3125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-108,6000000,-23.296875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-108,7000000,-23.625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-108,8000000,-23.9375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-108,9000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-108,10000000,-23.96875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,8
-109,1000000,-22.8125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
-109,2000000,-23.140625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
-109,3000000,-21.265625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
-109,4000000,-23.453125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
-109,5000000,-23.921875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
-109,6000000,-23.828125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
-109,7000000,-21.765625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
-109,8000000,-21.9375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
-109,9000000,-21.515625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
-109,10000000,-22.71875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,8
+105,1000000,-23.390625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+105,2000000,-23.734375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+105,3000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+105,4000000,-23.484375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+105,5000000,-23.890625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+105,6000000,-23.46875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+105,7000000,-23.84375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+105,8000000,-23.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+105,9000000,-23.53125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+105,10000000,-23.0,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,8
+106,1000000,-23.484375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+106,2000000,-22.0625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+106,3000000,-23.765625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+106,4000000,-22.59375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+106,5000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+106,6000000,-22.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+106,7000000,-22.25,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+106,8000000,-22.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+106,9000000,-22.578125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+106,10000000,-22.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,8
+107,1000000,-18.71875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+107,2000000,-19.25,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+107,3000000,-18.40625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+107,4000000,-19.1875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+107,5000000,-19.609375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+107,6000000,-19.203125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+107,7000000,-18.75,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+107,8000000,-18.78125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+107,9000000,-19.15625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+107,10000000,-18.9375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,8
+108,1000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+108,2000000,-23.34375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+108,3000000,-23.40625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+108,4000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+108,5000000,-23.3125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+108,6000000,-23.296875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+108,7000000,-23.625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+108,8000000,-23.9375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+108,9000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+108,10000000,-23.96875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,8
+109,1000000,-22.8125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
+109,2000000,-23.140625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
+109,3000000,-21.265625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
+109,4000000,-23.453125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
+109,5000000,-23.921875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
+109,6000000,-23.828125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
+109,7000000,-21.765625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
+109,8000000,-21.9375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
+109,9000000,-21.515625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
+109,10000000,-22.71875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,8
 110,1000000,-23.578125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,8
 110,2000000,-23.9375,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,8
 110,3000000,-23.90625,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,8
@@ -13919,36 +13919,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.53125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,8
 111,9000000,-23.3125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,8
 111,10000000,-23.546875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,8
-112,1000000,-18.625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-112,2000000,-17.078125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-112,3000000,-17.125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-112,4000000,-23.03125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-112,5000000,-23.265625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-112,6000000,-20.515625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-112,7000000,-23.234375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-112,8000000,-23.546875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-112,9000000,-22.515625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-112,10000000,-23.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
-113,1000000,-23.359375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-113,2000000,-23.296875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-113,3000000,-23.546875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-113,4000000,-23.34375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-113,5000000,-23.25,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-113,6000000,-23.359375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-113,7000000,-23.140625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-113,8000000,-22.96875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-113,9000000,-22.984375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-113,10000000,-23.03125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,8
-114,1000000,-23.40625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
-114,2000000,-22.90625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
-114,3000000,-23.171875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
-114,4000000,-23.109375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
-114,5000000,-23.484375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
-114,6000000,-22.921875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
-114,7000000,-23.765625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
-114,8000000,-23.25,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
-114,9000000,-22.609375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
-114,10000000,-23.515625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,8
+112,1000000,-18.625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+112,2000000,-17.078125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+112,3000000,-17.125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+112,4000000,-23.03125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+112,5000000,-23.265625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+112,6000000,-20.515625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+112,7000000,-23.234375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+112,8000000,-23.546875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+112,9000000,-22.515625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+112,10000000,-23.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,8
+113,1000000,-23.359375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+113,2000000,-23.296875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+113,3000000,-23.546875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+113,4000000,-23.34375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+113,5000000,-23.25,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+113,6000000,-23.359375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+113,7000000,-23.140625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+113,8000000,-22.96875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+113,9000000,-22.984375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+113,10000000,-23.03125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,8
+114,1000000,-23.40625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
+114,2000000,-22.90625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
+114,3000000,-23.171875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
+114,4000000,-23.109375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
+114,5000000,-23.484375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
+114,6000000,-22.921875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
+114,7000000,-23.765625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
+114,8000000,-23.25,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
+114,9000000,-22.609375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
+114,10000000,-23.515625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,8
 115,1000000,-21.484375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
 115,2000000,-23.40625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
 115,3000000,-23.515625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
@@ -13959,26 +13959,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-23.546875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
 115,9000000,-22.875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
 115,10000000,-23.359375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
-116,1000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-116,2000000,-23.765625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-116,3000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-116,4000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-116,5000000,-23.765625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-116,6000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-116,7000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-116,8000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-116,9000000,-23.828125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-116,10000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,8
-117,1000000,-23.875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
-117,2000000,-23.90625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
-117,3000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
-117,4000000,-23.5,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
-117,5000000,-23.375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
-117,6000000,-23.046875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
-117,7000000,-23.21875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
-117,8000000,-22.96875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
-117,9000000,-22.984375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
-117,10000000,-22.984375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,8
+116,1000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+116,2000000,-23.765625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+116,3000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+116,4000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+116,5000000,-23.765625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+116,6000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+116,7000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+116,8000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+116,9000000,-23.828125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+116,10000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,8
+117,1000000,-23.875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
+117,2000000,-23.90625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
+117,3000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
+117,4000000,-23.5,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
+117,5000000,-23.375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
+117,6000000,-23.046875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
+117,7000000,-23.21875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
+117,8000000,-22.96875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
+117,9000000,-22.984375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
+117,10000000,-22.984375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
 118,1000000,-20.03125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
 118,2000000,-19.34375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
 118,3000000,-19.796875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
@@ -13989,56 +13989,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-18.3125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
 118,9000000,-18.328125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
 118,10000000,-17.3125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
-119,1000000,-23.953125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,2000000,-22.3125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,3000000,-22.328125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,4000000,-23.015625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,5000000,-22.390625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,6000000,-23.046875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,7000000,-23.875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,8000000,-23.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,9000000,-23.609375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,10000000,-23.96875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-120,1000000,-22.0,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-120,2000000,-22.953125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-120,3000000,-21.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-120,4000000,-20.515625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-120,5000000,-21.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-120,6000000,-20.171875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-120,7000000,-21.3125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-120,8000000,-20.5625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-120,9000000,-23.21875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-120,10000000,-20.890625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,8
-121,1000000,-22.609375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-121,2000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-121,3000000,-23.546875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-121,4000000,-23.765625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-121,5000000,-23.890625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-121,6000000,-23.59375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-121,7000000,-23.9375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-121,8000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-121,9000000,-23.453125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-121,10000000,-23.328125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,8
-122,1000000,-23.96875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-122,2000000,-23.96875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-122,3000000,-23.953125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-122,4000000,-23.734375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-122,5000000,-23.015625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-122,6000000,-22.46875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-122,7000000,-23.0625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-122,8000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-122,9000000,-23.203125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-122,10000000,-23.515625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,8
-123,1000000,-17.828125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
-123,2000000,-18.34375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
-123,3000000,-18.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
-123,4000000,-18.6875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
-123,5000000,-18.84375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
-123,6000000,-18.609375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
-123,7000000,-19.109375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
-123,8000000,-18.328125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
-123,9000000,-19.0,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
-123,10000000,-18.703125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,8
+119,1000000,-23.953125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+119,2000000,-22.3125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+119,3000000,-22.328125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+119,4000000,-23.015625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+119,5000000,-22.390625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+119,6000000,-23.046875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+119,7000000,-23.875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+119,8000000,-23.9375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+119,9000000,-23.609375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+119,10000000,-23.96875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,8
+120,1000000,-22.0,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+120,2000000,-22.953125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+120,3000000,-21.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+120,4000000,-20.515625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+120,5000000,-21.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+120,6000000,-20.171875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+120,7000000,-21.3125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+120,8000000,-20.5625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+120,9000000,-23.21875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+120,10000000,-20.890625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,8
+121,1000000,-22.609375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+121,2000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+121,3000000,-23.546875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+121,4000000,-23.765625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+121,5000000,-23.890625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+121,6000000,-23.59375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+121,7000000,-23.9375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+121,8000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+121,9000000,-23.453125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+121,10000000,-23.328125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,8
+122,1000000,-23.96875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+122,2000000,-23.96875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+122,3000000,-23.953125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+122,4000000,-23.734375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+122,5000000,-23.015625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+122,6000000,-22.46875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+122,7000000,-23.0625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+122,8000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+122,9000000,-23.203125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+122,10000000,-23.515625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,8
+123,1000000,-17.828125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
+123,2000000,-18.34375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
+123,3000000,-18.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
+123,4000000,-18.6875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
+123,5000000,-18.84375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
+123,6000000,-18.609375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
+123,7000000,-19.109375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
+123,8000000,-18.328125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
+123,9000000,-19.0,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
+123,10000000,-18.703125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,8
 124,1000000,-18.609375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
 124,2000000,-16.265625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
 124,3000000,-16.921875,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
@@ -14049,136 +14049,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-17.6875,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
 124,9000000,-17.375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
 124,10000000,-16.9375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
-125,1000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-125,2000000,-23.609375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-125,3000000,-23.625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-125,4000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-125,5000000,-23.53125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-125,6000000,-23.59375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-125,7000000,-23.34375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-125,8000000,-23.59375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-125,9000000,-23.5625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-125,10000000,-23.453125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,8
-126,1000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-126,2000000,-23.234375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-126,3000000,-23.21875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-126,4000000,-23.25,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-126,5000000,-23.25,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-126,6000000,-23.15625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-126,7000000,-23.234375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-126,8000000,-23.34375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-126,9000000,-23.265625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-126,10000000,-23.09375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,8
-127,1000000,-21.65625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-127,2000000,-21.453125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-127,3000000,-23.125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-127,4000000,-23.875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-127,5000000,-22.734375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-127,6000000,-23.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-127,7000000,-23.890625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-127,8000000,-23.5,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-127,9000000,-22.828125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-127,10000000,-23.984375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,8
-128,1000000,-23.71875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-128,2000000,-23.984375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-128,3000000,-23.625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-128,4000000,-23.0625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-128,5000000,-23.25,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-128,6000000,-23.515625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-128,7000000,-23.5,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-128,8000000,-22.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-128,9000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-128,10000000,-23.5,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,8
-129,1000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-129,2000000,-23.609375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-129,3000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-129,4000000,-23.5625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-129,5000000,-23.40625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-129,6000000,-23.53125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-129,7000000,-23.359375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-129,8000000,-23.421875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-129,9000000,-22.984375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-129,10000000,-23.21875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,8
-130,1000000,-20.453125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-130,2000000,-22.703125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-130,3000000,-23.078125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-130,4000000,-22.84375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-130,5000000,-22.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-130,6000000,-23.546875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-130,7000000,-23.515625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-130,8000000,-23.078125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-130,9000000,-23.765625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-130,10000000,-22.828125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,8
-131,1000000,-22.875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-131,2000000,-22.4375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-131,3000000,-22.34375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-131,4000000,-22.78125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-131,5000000,-22.75,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-131,6000000,-23.59375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-131,7000000,-23.1875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-131,8000000,-23.140625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-131,9000000,-22.890625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-131,10000000,-20.03125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,8
-132,1000000,-22.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-132,2000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-132,3000000,-23.34375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-132,4000000,-23.453125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-132,5000000,-23.296875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-132,6000000,-23.203125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-132,7000000,-23.640625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-132,8000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-132,9000000,-23.59375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-132,10000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,8
-133,1000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-133,2000000,-23.125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-133,3000000,-23.171875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-133,4000000,-23.53125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-133,5000000,-23.6875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-133,6000000,-23.6875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-133,7000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-133,8000000,-23.875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-133,9000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-133,10000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,8
-134,1000000,-20.5625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-134,2000000,-22.59375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-134,3000000,-23.5625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-134,4000000,-21.90625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-134,5000000,-23.1875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-134,6000000,-21.734375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-134,7000000,-23.46875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-134,8000000,-23.234375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-134,9000000,-19.53125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-134,10000000,-22.15625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,8
-135,1000000,-23.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-135,2000000,-23.90625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-135,3000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-135,4000000,-23.84375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-135,5000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-135,6000000,-24.0,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-135,7000000,-23.828125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-135,8000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-135,9000000,-23.984375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-135,10000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,8
-136,1000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-136,2000000,-23.96875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-136,3000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-136,4000000,-23.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-136,5000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-136,6000000,-23.5625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-136,7000000,-23.5,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-136,8000000,-23.65625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-136,9000000,-23.53125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-136,10000000,-23.484375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,8
-137,1000000,-23.765625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
-137,2000000,-22.890625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
-137,3000000,-23.4375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
-137,4000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
-137,5000000,-23.5625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
-137,6000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
-137,7000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
-137,8000000,-23.640625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
-137,9000000,-23.5,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
-137,10000000,-23.359375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,8
+125,1000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+125,2000000,-23.609375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+125,3000000,-23.625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+125,4000000,-23.46875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+125,5000000,-23.53125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+125,6000000,-23.59375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+125,7000000,-23.34375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+125,8000000,-23.59375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+125,9000000,-23.5625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+125,10000000,-23.453125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,8
+126,1000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+126,2000000,-23.234375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+126,3000000,-23.21875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+126,4000000,-23.25,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+126,5000000,-23.25,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+126,6000000,-23.15625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+126,7000000,-23.234375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+126,8000000,-23.34375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+126,9000000,-23.265625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+126,10000000,-23.09375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,8
+127,1000000,-21.65625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+127,2000000,-21.453125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+127,3000000,-23.125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+127,4000000,-23.875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+127,5000000,-22.734375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+127,6000000,-23.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+127,7000000,-23.890625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+127,8000000,-23.5,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+127,9000000,-22.828125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+127,10000000,-23.984375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,8
+128,1000000,-23.71875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+128,2000000,-23.984375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+128,3000000,-23.625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+128,4000000,-23.0625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+128,5000000,-23.25,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+128,6000000,-23.515625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+128,7000000,-23.5,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+128,8000000,-22.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+128,9000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+128,10000000,-23.5,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,8
+129,1000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+129,2000000,-23.609375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+129,3000000,-23.296875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+129,4000000,-23.5625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+129,5000000,-23.40625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+129,6000000,-23.53125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+129,7000000,-23.359375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+129,8000000,-23.421875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+129,9000000,-22.984375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+129,10000000,-23.21875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,8
+130,1000000,-20.453125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+130,2000000,-22.703125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+130,3000000,-23.078125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+130,4000000,-22.84375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+130,5000000,-22.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+130,6000000,-23.546875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+130,7000000,-23.515625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+130,8000000,-23.078125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+130,9000000,-23.765625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+130,10000000,-22.828125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,8
+131,1000000,-22.875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+131,2000000,-22.4375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+131,3000000,-22.34375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+131,4000000,-22.78125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+131,5000000,-22.75,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+131,6000000,-23.59375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+131,7000000,-23.1875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+131,8000000,-23.140625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+131,9000000,-22.890625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+131,10000000,-20.03125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,8
+132,1000000,-22.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+132,2000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+132,3000000,-23.34375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+132,4000000,-23.453125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+132,5000000,-23.296875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+132,6000000,-23.203125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+132,7000000,-23.640625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+132,8000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+132,9000000,-23.59375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+132,10000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,8
+133,1000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+133,2000000,-23.125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+133,3000000,-23.171875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+133,4000000,-23.53125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+133,5000000,-23.6875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+133,6000000,-23.6875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+133,7000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+133,8000000,-23.875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+133,9000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+133,10000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,8
+134,1000000,-20.5625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+134,2000000,-22.59375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+134,3000000,-23.5625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+134,4000000,-21.90625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+134,5000000,-23.1875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+134,6000000,-21.734375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+134,7000000,-23.46875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+134,8000000,-23.234375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+134,9000000,-19.53125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+134,10000000,-22.15625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,8
+135,1000000,-23.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+135,2000000,-23.90625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+135,3000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+135,4000000,-23.84375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+135,5000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+135,6000000,-24.0,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+135,7000000,-23.828125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+135,8000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+135,9000000,-23.984375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+135,10000000,-23.921875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,8
+136,1000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+136,2000000,-23.96875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+136,3000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+136,4000000,-23.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+136,5000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+136,6000000,-23.5625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+136,7000000,-23.5,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+136,8000000,-23.65625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+136,9000000,-23.53125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+136,10000000,-23.484375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,8
+137,1000000,-23.765625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
+137,2000000,-22.890625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
+137,3000000,-23.4375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
+137,4000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
+137,5000000,-23.5625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
+137,6000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
+137,7000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
+137,8000000,-23.640625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
+137,9000000,-23.5,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
+137,10000000,-23.359375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,8
 138,1000000,-22.078125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,8
 138,2000000,-21.015625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,8
 138,3000000,-21.5625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,8
@@ -14189,56 +14189,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-23.671875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,8
 138,9000000,-23.53125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,8
 138,10000000,-23.109375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,8
-139,1000000,-20.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-139,2000000,-22.3125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-139,3000000,-21.4375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-139,4000000,-23.125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-139,5000000,-21.546875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-139,6000000,-20.75,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-139,7000000,-23.484375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-139,8000000,-20.8125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-139,9000000,-20.765625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-139,10000000,-19.515625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,8
-140,1000000,-21.5,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-140,2000000,-19.953125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-140,3000000,-20.0,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-140,4000000,-19.890625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-140,5000000,-18.4375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-140,6000000,-17.390625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-140,7000000,-16.0,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-140,8000000,-19.15625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-140,9000000,-17.859375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-140,10000000,-17.46875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,8
-141,1000000,-17.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-141,2000000,-18.296875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-141,3000000,-18.546875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-141,4000000,-17.796875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-141,5000000,-17.65625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-141,6000000,-17.734375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-141,7000000,-17.484375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-141,8000000,-17.84375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-141,9000000,-18.453125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-141,10000000,-18.765625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,8
-142,1000000,-18.46875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-142,2000000,-18.65625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-142,3000000,-18.515625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-142,4000000,-18.15625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-142,5000000,-18.265625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-142,6000000,-17.5625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-142,7000000,-16.734375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-142,8000000,-12.03125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-142,9000000,-12.171875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-142,10000000,-12.8125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,8
-143,1000000,-23.453125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
-143,2000000,-23.53125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
-143,3000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
-143,4000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
-143,5000000,-23.125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
-143,6000000,-23.875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
-143,7000000,-23.328125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
-143,8000000,-22.59375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
-143,9000000,-23.046875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
-143,10000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,8
+139,1000000,-20.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+139,2000000,-22.3125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+139,3000000,-21.4375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+139,4000000,-23.125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+139,5000000,-21.546875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+139,6000000,-20.75,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+139,7000000,-23.484375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+139,8000000,-20.8125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+139,9000000,-20.765625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+139,10000000,-19.515625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,8
+140,1000000,-21.5,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+140,2000000,-19.953125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+140,3000000,-20.0,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+140,4000000,-19.890625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+140,5000000,-18.4375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+140,6000000,-17.390625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+140,7000000,-16.0,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+140,8000000,-19.15625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+140,9000000,-17.859375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+140,10000000,-17.46875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,8
+141,1000000,-17.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+141,2000000,-18.296875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+141,3000000,-18.546875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+141,4000000,-17.796875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+141,5000000,-17.65625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+141,6000000,-17.734375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+141,7000000,-17.484375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+141,8000000,-17.84375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+141,9000000,-18.453125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+141,10000000,-18.765625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,8
+142,1000000,-18.46875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+142,2000000,-18.65625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+142,3000000,-18.515625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+142,4000000,-18.15625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+142,5000000,-18.265625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+142,6000000,-17.5625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+142,7000000,-16.734375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+142,8000000,-12.03125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+142,9000000,-12.171875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+142,10000000,-12.8125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,8
+143,1000000,-23.453125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
+143,2000000,-23.53125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
+143,3000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
+143,4000000,-23.953125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
+143,5000000,-23.125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
+143,6000000,-23.875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
+143,7000000,-23.328125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
+143,8000000,-22.59375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
+143,9000000,-23.046875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
+143,10000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
 144,1000000,-21.25,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
 144,2000000,-19.1875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
 144,3000000,-23.203125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
@@ -14249,36 +14249,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-23.875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
 144,9000000,-20.953125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
 144,10000000,-23.390625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
-145,1000000,-23.328125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,2000000,-23.59375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,3000000,-23.796875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,4000000,-23.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,5000000,-23.5625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,6000000,-23.578125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,7000000,-23.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,8000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,9000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,10000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-146,1000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-146,2000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-146,3000000,-23.828125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-146,4000000,-23.890625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-146,5000000,-23.984375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-146,6000000,-23.984375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-146,7000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-146,8000000,-23.640625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-146,9000000,-23.46875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-146,10000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,8
-147,1000000,-23.453125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
-147,2000000,-23.59375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
-147,3000000,-23.421875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
-147,4000000,-23.25,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
-147,5000000,-23.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
-147,6000000,-23.53125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
-147,7000000,-23.421875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
-147,8000000,-23.078125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
-147,9000000,-23.421875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
-147,10000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,8
+145,1000000,-23.328125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+145,2000000,-23.59375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+145,3000000,-23.796875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+145,4000000,-23.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+145,5000000,-23.5625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+145,6000000,-23.578125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+145,7000000,-23.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+145,8000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+145,9000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+145,10000000,-23.984375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,8
+146,1000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+146,2000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+146,3000000,-23.828125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+146,4000000,-23.890625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+146,5000000,-23.984375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+146,6000000,-23.984375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+146,7000000,-23.953125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+146,8000000,-23.640625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+146,9000000,-23.46875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+146,10000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,8
+147,1000000,-23.453125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
+147,2000000,-23.59375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
+147,3000000,-23.421875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
+147,4000000,-23.25,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
+147,5000000,-23.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
+147,6000000,-23.53125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
+147,7000000,-23.421875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
+147,8000000,-23.078125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
+147,9000000,-23.421875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
+147,10000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
 148,1000000,-23.390625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
 148,2000000,-23.0,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
 148,3000000,-23.90625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
@@ -14289,16 +14289,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-23.03125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
 148,9000000,-23.53125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
 148,10000000,-23.53125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
-149,1000000,-17.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,2000000,-17.859375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,3000000,-17.1875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,4000000,-17.859375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,5000000,-17.484375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,6000000,-17.984375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,7000000,-17.015625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,8000000,-17.890625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,9000000,-17.21875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,10000000,-17.765625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
+149,1000000,-17.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,2000000,-17.859375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,3000000,-17.1875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,4000000,-17.859375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,5000000,-17.484375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,6000000,-17.984375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,7000000,-17.015625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,8000000,-17.890625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,9000000,-17.21875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,10000000,-17.765625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
 150,1000000,-19.109375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
 150,2000000,-18.5,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
 150,3000000,-17.390625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
@@ -14309,26 +14309,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-17.953125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
 150,9000000,-18.25,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
 150,10000000,-17.265625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
-151,1000000,-23.78125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,2000000,-23.03125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,3000000,-23.484375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,4000000,-23.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,5000000,-23.875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,6000000,-23.375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,7000000,-23.484375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,8000000,-23.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,9000000,-23.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,10000000,-23.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-152,1000000,-19.046875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
-152,2000000,-18.109375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
-152,3000000,-17.890625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
-152,4000000,-17.6875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
-152,5000000,-17.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
-152,6000000,-17.53125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
-152,7000000,-17.9375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
-152,8000000,-18.375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
-152,9000000,-18.015625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
-152,10000000,-17.625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,8
+151,1000000,-23.78125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+151,2000000,-23.03125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+151,3000000,-23.484375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+151,4000000,-23.921875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+151,5000000,-23.875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+151,6000000,-23.375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+151,7000000,-23.484375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+151,8000000,-23.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+151,9000000,-23.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+151,10000000,-23.953125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,8
+152,1000000,-19.046875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
+152,2000000,-18.109375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
+152,3000000,-17.890625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
+152,4000000,-17.6875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
+152,5000000,-17.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
+152,6000000,-17.53125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
+152,7000000,-17.9375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
+152,8000000,-18.375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
+152,9000000,-18.015625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
+152,10000000,-17.625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
 153,1000000,-22.8125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,8
 153,2000000,-21.15625,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,8
 153,3000000,-22.109375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,8
@@ -14349,16 +14349,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-16.4375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,8
 154,9000000,-12.078125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,8
 154,10000000,-16.453125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,8
-155,1000000,-20.53125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,2000000,-21.71875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,3000000,-20.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,4000000,-18.96875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,5000000,-18.734375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,6000000,-20.828125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,7000000,-19.75,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,8000000,-19.09375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,9000000,-19.109375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,10000000,-18.203125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
+155,1000000,-20.53125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
+155,2000000,-21.71875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
+155,3000000,-20.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
+155,4000000,-18.96875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
+155,5000000,-18.734375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
+155,6000000,-20.828125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
+155,7000000,-19.75,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
+155,8000000,-19.09375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
+155,9000000,-19.109375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
+155,10000000,-18.203125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
 156,1000000,-19.09375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
 156,2000000,-18.90625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
 156,3000000,-18.15625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
@@ -14369,106 +14369,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-18.015625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
 156,9000000,-17.625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
 156,10000000,-19.03125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
-157,1000000,-23.875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-157,2000000,-21.890625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-157,3000000,-23.4375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-157,4000000,-23.421875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-157,5000000,-22.5,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-157,6000000,-21.671875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-157,7000000,-23.078125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-157,8000000,-19.109375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-157,9000000,-22.734375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-157,10000000,-20.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,8
-158,1000000,-23.640625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-158,2000000,-23.78125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-158,3000000,-22.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-158,4000000,-23.40625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-158,5000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-158,6000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-158,7000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-158,8000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-158,9000000,-23.671875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-158,10000000,-23.578125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,8
-159,1000000,-16.828125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-159,2000000,-16.359375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-159,3000000,-17.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-159,4000000,-17.90625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-159,5000000,-17.5,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-159,6000000,-18.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-159,7000000,-17.671875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-159,8000000,-18.0625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-159,9000000,-17.765625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-159,10000000,-18.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,8
-160,1000000,-23.515625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-160,2000000,-23.265625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-160,3000000,-23.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-160,4000000,-22.984375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-160,5000000,-22.96875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-160,6000000,-22.53125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-160,7000000,-22.640625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-160,8000000,-23.15625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-160,9000000,-23.09375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-160,10000000,-22.796875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,8
-161,1000000,-18.453125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-161,2000000,-21.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-161,3000000,-17.9375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-161,4000000,-18.0625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-161,5000000,-18.234375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-161,6000000,-17.171875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-161,7000000,-17.640625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-161,8000000,-14.875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-161,9000000,-17.671875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-161,10000000,-17.359375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,8
-162,1000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-162,2000000,-23.078125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-162,3000000,-23.609375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-162,4000000,-21.703125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-162,5000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-162,6000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-162,7000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-162,8000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-162,9000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-162,10000000,-23.8125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,8
-163,1000000,-16.484375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-163,2000000,-17.71875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-163,3000000,-17.375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-163,4000000,-15.96875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-163,5000000,-17.375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-163,6000000,-16.921875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-163,7000000,-16.09375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-163,8000000,-17.46875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-163,9000000,-18.40625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-163,10000000,-13.28125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,8
-164,1000000,-20.75,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-164,2000000,-21.796875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-164,3000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-164,4000000,-23.015625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-164,5000000,-22.125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-164,6000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-164,7000000,-23.5,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-164,8000000,-23.484375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-164,9000000,-23.53125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-164,10000000,-23.84375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,8
-165,1000000,-23.65625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-165,2000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-165,3000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-165,4000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-165,5000000,-23.90625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-165,6000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-165,7000000,-23.421875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-165,8000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-165,9000000,-23.921875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-165,10000000,-23.4375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,8
-166,1000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
-166,2000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
-166,3000000,-23.3125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
-166,4000000,-23.40625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
-166,5000000,-23.40625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
-166,6000000,-23.265625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
-166,7000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
-166,8000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
-166,9000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
-166,10000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,8
+157,1000000,-23.875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+157,2000000,-21.890625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+157,3000000,-23.4375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+157,4000000,-23.421875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+157,5000000,-22.5,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+157,6000000,-21.671875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+157,7000000,-23.078125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+157,8000000,-19.109375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+157,9000000,-22.734375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+157,10000000,-20.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,8
+158,1000000,-23.640625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+158,2000000,-23.78125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+158,3000000,-22.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+158,4000000,-23.40625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+158,5000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+158,6000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+158,7000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+158,8000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+158,9000000,-23.671875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+158,10000000,-23.578125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,8
+159,1000000,-16.828125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+159,2000000,-16.359375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+159,3000000,-17.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+159,4000000,-17.90625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+159,5000000,-17.5,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+159,6000000,-18.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+159,7000000,-17.671875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+159,8000000,-18.0625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+159,9000000,-17.765625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+159,10000000,-18.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,8
+160,1000000,-23.515625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+160,2000000,-23.265625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+160,3000000,-23.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+160,4000000,-22.984375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+160,5000000,-22.96875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+160,6000000,-22.53125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+160,7000000,-22.640625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+160,8000000,-23.15625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+160,9000000,-23.09375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+160,10000000,-22.796875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,8
+161,1000000,-18.453125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+161,2000000,-21.140625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+161,3000000,-17.9375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+161,4000000,-18.0625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+161,5000000,-18.234375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+161,6000000,-17.171875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+161,7000000,-17.640625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+161,8000000,-14.875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+161,9000000,-17.671875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+161,10000000,-17.359375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,8
+162,1000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+162,2000000,-23.078125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+162,3000000,-23.609375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+162,4000000,-21.703125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+162,5000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+162,6000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+162,7000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+162,8000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+162,9000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+162,10000000,-23.8125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,8
+163,1000000,-16.484375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+163,2000000,-17.71875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+163,3000000,-17.375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+163,4000000,-15.96875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+163,5000000,-17.375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+163,6000000,-16.921875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+163,7000000,-16.09375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+163,8000000,-17.46875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+163,9000000,-18.40625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+163,10000000,-13.28125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,8
+164,1000000,-20.75,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+164,2000000,-21.796875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+164,3000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+164,4000000,-23.015625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+164,5000000,-22.125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+164,6000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+164,7000000,-23.5,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+164,8000000,-23.484375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+164,9000000,-23.53125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+164,10000000,-23.84375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,8
+165,1000000,-23.65625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+165,2000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+165,3000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+165,4000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+165,5000000,-23.90625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+165,6000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+165,7000000,-23.421875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+165,8000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+165,9000000,-23.921875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+165,10000000,-23.4375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,8
+166,1000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
+166,2000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
+166,3000000,-23.3125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
+166,4000000,-23.40625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
+166,5000000,-23.40625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
+166,6000000,-23.265625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
+166,7000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
+166,8000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
+166,9000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
+166,10000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,8
 167,1000000,-17.671875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
 167,2000000,-18.625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
 167,3000000,-17.4375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
@@ -14479,26 +14479,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-17.40625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
 167,9000000,-15.921875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
 167,10000000,-16.0625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
-168,1000000,-18.546875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-168,2000000,-19.390625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-168,3000000,-18.859375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-168,4000000,-17.40625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-168,5000000,-17.515625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-168,6000000,-18.25,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-168,7000000,-18.328125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-168,8000000,-17.65625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-168,9000000,-18.40625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-168,10000000,-18.59375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,8
-169,1000000,-19.296875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
-169,2000000,-18.078125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
-169,3000000,-17.625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
-169,4000000,-17.703125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
-169,5000000,-18.234375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
-169,6000000,-17.4375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
-169,7000000,-17.09375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
-169,8000000,-18.5625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
-169,9000000,-16.609375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
-169,10000000,-17.78125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,8
+168,1000000,-18.546875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+168,2000000,-19.390625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+168,3000000,-18.859375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+168,4000000,-17.40625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+168,5000000,-17.515625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+168,6000000,-18.25,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+168,7000000,-18.328125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+168,8000000,-17.65625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+168,9000000,-18.40625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+168,10000000,-18.59375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,8
+169,1000000,-19.296875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
+169,2000000,-18.078125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
+169,3000000,-17.625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
+169,4000000,-17.703125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
+169,5000000,-18.234375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
+169,6000000,-17.4375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
+169,7000000,-17.09375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
+169,8000000,-18.5625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
+169,9000000,-16.609375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
+169,10000000,-17.78125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,8
 170,1000000,-21.96875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,8
 170,2000000,-19.96875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,8
 170,3000000,-18.1875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,8
@@ -14519,26 +14519,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-16.6875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,8
 171,9000000,-16.75,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,8
 171,10000000,-18.25,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,8
-172,1000000,-23.625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-172,2000000,-23.34375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-172,3000000,-23.59375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-172,4000000,-23.484375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-172,5000000,-23.265625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-172,6000000,-23.421875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-172,7000000,-23.40625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-172,8000000,-23.390625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-172,9000000,-23.390625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-172,10000000,-23.046875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,8
-173,1000000,-23.375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
-173,2000000,-23.96875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
-173,3000000,-23.390625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
-173,4000000,-22.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
-173,5000000,-23.1875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
-173,6000000,-23.921875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
-173,7000000,-23.828125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
-173,8000000,-21.765625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
-173,9000000,-19.953125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
-173,10000000,-23.515625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,8
+172,1000000,-23.625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+172,2000000,-23.34375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+172,3000000,-23.59375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+172,4000000,-23.484375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+172,5000000,-23.265625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+172,6000000,-23.421875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+172,7000000,-23.40625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+172,8000000,-23.390625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+172,9000000,-23.390625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+172,10000000,-23.046875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,8
+173,1000000,-23.375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
+173,2000000,-23.96875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
+173,3000000,-23.390625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
+173,4000000,-22.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
+173,5000000,-23.1875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
+173,6000000,-23.921875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
+173,7000000,-23.828125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
+173,8000000,-21.765625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
+173,9000000,-19.953125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
+173,10000000,-23.515625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,8
 174,1000000,-17.671875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
 174,2000000,-18.828125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
 174,3000000,-17.984375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
@@ -14549,16 +14549,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-22.53125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
 174,9000000,-21.1875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
 174,10000000,-21.125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
-175,1000000,-23.34375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
-175,2000000,-23.625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
-175,3000000,-23.4375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
-175,4000000,-23.53125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
-175,5000000,-23.59375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
-175,6000000,-23.5,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
-175,7000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
-175,8000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
-175,9000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
-175,10000000,-23.453125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,8
+175,1000000,-23.34375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
+175,2000000,-23.625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
+175,3000000,-23.4375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
+175,4000000,-23.53125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
+175,5000000,-23.59375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
+175,6000000,-23.5,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
+175,7000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
+175,8000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
+175,9000000,-23.515625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
+175,10000000,-23.453125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,8
 176,1000000,-22.796875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,8
 176,2000000,-23.421875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,8
 176,3000000,-23.875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,8
@@ -14569,16 +14569,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-22.984375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,8
 176,9000000,-21.15625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,8
 176,10000000,-23.640625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,8
-177,1000000,-23.328125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
-177,2000000,-23.296875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
-177,3000000,-23.34375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
-177,4000000,-23.90625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
-177,5000000,-22.421875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
-177,6000000,-22.484375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
-177,7000000,-23.03125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
-177,8000000,-23.171875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
-177,9000000,-22.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
-177,10000000,-22.734375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,8
+177,1000000,-23.328125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
+177,2000000,-23.296875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
+177,3000000,-23.34375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
+177,4000000,-23.90625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
+177,5000000,-22.421875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
+177,6000000,-22.484375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
+177,7000000,-23.03125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
+177,8000000,-23.171875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
+177,9000000,-22.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
+177,10000000,-22.734375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,8
 178,1000000,-23.625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,8
 178,2000000,-23.265625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,8
 178,3000000,-23.4375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,8
@@ -14589,166 +14589,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.921875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,8
 178,9000000,-23.8125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,8
 178,10000000,-23.421875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,8
-179,1000000,-22.75,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-179,2000000,-23.5625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-179,3000000,-23.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-179,4000000,-23.53125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-179,5000000,-23.59375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-179,6000000,-22.65625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-179,7000000,-23.34375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-179,8000000,-23.921875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-179,9000000,-23.3125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-179,10000000,-23.109375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,8
-180,1000000,-23.546875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-180,2000000,-23.453125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-180,3000000,-23.453125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-180,4000000,-23.21875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-180,5000000,-23.640625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-180,6000000,-23.984375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-180,7000000,-23.921875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-180,8000000,-23.484375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-180,9000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-180,10000000,-23.359375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,8
-181,1000000,-23.703125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-181,2000000,-23.375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-181,3000000,-23.625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-181,4000000,-23.5,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-181,5000000,-23.375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-181,6000000,-23.390625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-181,7000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-181,8000000,-23.265625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-181,9000000,-23.234375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-181,10000000,-23.265625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,8
-182,1000000,-23.421875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-182,2000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-182,3000000,-22.09375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-182,4000000,-23.734375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-182,5000000,-23.96875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-182,6000000,-23.84375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-182,7000000,-23.484375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-182,8000000,-23.484375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-182,9000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-182,10000000,-23.421875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,8
-183,1000000,-20.890625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-183,2000000,-18.921875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-183,3000000,-18.140625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-183,4000000,-17.625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-183,5000000,-18.234375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-183,6000000,-18.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-183,7000000,-17.875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-183,8000000,-16.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-183,9000000,-17.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-183,10000000,-17.75,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,8
-184,1000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-184,2000000,-23.40625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-184,3000000,-23.234375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-184,4000000,-23.21875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-184,5000000,-23.8125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-184,6000000,-23.234375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-184,7000000,-23.59375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-184,8000000,-23.265625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-184,9000000,-23.5625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-184,10000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,8
-185,1000000,-23.765625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-185,2000000,-22.84375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-185,3000000,-23.5,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-185,4000000,-23.546875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-185,5000000,-23.65625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-185,6000000,-23.96875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-185,7000000,-23.984375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-185,8000000,-23.203125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-185,9000000,-23.046875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-185,10000000,-23.625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,8
-186,1000000,-18.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-186,2000000,-17.78125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-186,3000000,-17.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-186,4000000,-17.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-186,5000000,-16.328125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-186,6000000,-15.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-186,7000000,-19.125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-186,8000000,-17.375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-186,9000000,-15.140625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-186,10000000,-13.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,8
-187,1000000,-21.921875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-187,2000000,-20.828125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-187,3000000,-23.90625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-187,4000000,-23.390625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-187,5000000,-23.53125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-187,6000000,-22.03125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-187,7000000,-22.296875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-187,8000000,-20.34375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-187,9000000,-22.53125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-187,10000000,-23.546875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,8
-188,1000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-188,2000000,-23.796875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-188,3000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-188,4000000,-23.40625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-188,5000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-188,6000000,-23.375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-188,7000000,-23.46875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-188,8000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-188,9000000,-23.484375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-188,10000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,8
-189,1000000,-23.0625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-189,2000000,-22.984375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-189,3000000,-23.15625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-189,4000000,-23.03125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-189,5000000,-22.84375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-189,6000000,-22.703125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-189,7000000,-23.0625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-189,8000000,-23.078125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-189,9000000,-22.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-189,10000000,-23.09375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,8
-190,1000000,-21.796875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-190,2000000,-22.421875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-190,3000000,-22.453125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-190,4000000,-21.015625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-190,5000000,-21.828125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-190,6000000,-23.21875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-190,7000000,-23.125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-190,8000000,-22.859375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-190,9000000,-23.203125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-190,10000000,-20.890625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,8
-191,1000000,-23.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-191,2000000,-23.8125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-191,3000000,-23.484375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-191,4000000,-22.75,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-191,5000000,-21.1875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-191,6000000,-23.890625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-191,7000000,-23.828125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-191,8000000,-23.59375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-191,9000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-191,10000000,-23.1875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,8
-192,1000000,-23.609375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-192,2000000,-23.4375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-192,3000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-192,4000000,-23.359375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-192,5000000,-23.578125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-192,6000000,-23.40625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-192,7000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-192,8000000,-23.453125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-192,9000000,-23.375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-192,10000000,-23.5,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,8
-193,1000000,-23.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-193,2000000,-23.40625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-193,3000000,-22.953125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-193,4000000,-23.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-193,5000000,-23.890625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-193,6000000,-22.984375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-193,7000000,-23.265625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-193,8000000,-23.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-193,9000000,-23.578125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-193,10000000,-23.515625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,8
-194,1000000,-19.6875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
-194,2000000,-20.40625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
-194,3000000,-22.3125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
-194,4000000,-20.671875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
-194,5000000,-21.109375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
-194,6000000,-22.734375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
-194,7000000,-20.59375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
-194,8000000,-20.875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
-194,9000000,-20.09375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
-194,10000000,-20.890625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,8
+179,1000000,-22.75,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+179,2000000,-23.5625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+179,3000000,-23.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+179,4000000,-23.53125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+179,5000000,-23.59375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+179,6000000,-22.65625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+179,7000000,-23.34375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+179,8000000,-23.921875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+179,9000000,-23.3125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+179,10000000,-23.109375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,8
+180,1000000,-23.546875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+180,2000000,-23.453125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+180,3000000,-23.453125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+180,4000000,-23.21875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+180,5000000,-23.640625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+180,6000000,-23.984375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+180,7000000,-23.921875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+180,8000000,-23.484375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+180,9000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+180,10000000,-23.359375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,8
+181,1000000,-23.703125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+181,2000000,-23.375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+181,3000000,-23.625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+181,4000000,-23.5,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+181,5000000,-23.375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+181,6000000,-23.390625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+181,7000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+181,8000000,-23.265625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+181,9000000,-23.234375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+181,10000000,-23.265625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,8
+182,1000000,-23.421875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+182,2000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+182,3000000,-22.09375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+182,4000000,-23.734375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+182,5000000,-23.96875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+182,6000000,-23.84375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+182,7000000,-23.484375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+182,8000000,-23.484375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+182,9000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+182,10000000,-23.421875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,8
+183,1000000,-20.890625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+183,2000000,-18.921875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+183,3000000,-18.140625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+183,4000000,-17.625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+183,5000000,-18.234375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+183,6000000,-18.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+183,7000000,-17.875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+183,8000000,-16.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+183,9000000,-17.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+183,10000000,-17.75,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,8
+184,1000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+184,2000000,-23.40625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+184,3000000,-23.234375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+184,4000000,-23.21875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+184,5000000,-23.8125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+184,6000000,-23.234375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+184,7000000,-23.59375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+184,8000000,-23.265625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+184,9000000,-23.5625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+184,10000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,8
+185,1000000,-23.765625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+185,2000000,-22.84375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+185,3000000,-23.5,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+185,4000000,-23.546875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+185,5000000,-23.65625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+185,6000000,-23.96875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+185,7000000,-23.984375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+185,8000000,-23.203125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+185,9000000,-23.046875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+185,10000000,-23.625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,8
+186,1000000,-18.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+186,2000000,-17.78125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+186,3000000,-17.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+186,4000000,-17.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+186,5000000,-16.328125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+186,6000000,-15.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+186,7000000,-19.125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+186,8000000,-17.375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+186,9000000,-15.140625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+186,10000000,-13.9375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,8
+187,1000000,-21.921875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+187,2000000,-20.828125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+187,3000000,-23.90625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+187,4000000,-23.390625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+187,5000000,-23.53125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+187,6000000,-22.03125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+187,7000000,-22.296875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+187,8000000,-20.34375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+187,9000000,-22.53125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+187,10000000,-23.546875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,8
+188,1000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+188,2000000,-23.796875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+188,3000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+188,4000000,-23.40625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+188,5000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+188,6000000,-23.375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+188,7000000,-23.46875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+188,8000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+188,9000000,-23.484375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+188,10000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,8
+189,1000000,-23.0625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+189,2000000,-22.984375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+189,3000000,-23.15625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+189,4000000,-23.03125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+189,5000000,-22.84375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+189,6000000,-22.703125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+189,7000000,-23.0625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+189,8000000,-23.078125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+189,9000000,-22.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+189,10000000,-23.09375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,8
+190,1000000,-21.796875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+190,2000000,-22.421875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+190,3000000,-22.453125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+190,4000000,-21.015625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+190,5000000,-21.828125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+190,6000000,-23.21875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+190,7000000,-23.125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+190,8000000,-22.859375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+190,9000000,-23.203125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+190,10000000,-20.890625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,8
+191,1000000,-23.5625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+191,2000000,-23.8125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+191,3000000,-23.484375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+191,4000000,-22.75,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+191,5000000,-21.1875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+191,6000000,-23.890625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+191,7000000,-23.828125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+191,8000000,-23.59375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+191,9000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+191,10000000,-23.1875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,8
+192,1000000,-23.609375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+192,2000000,-23.4375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+192,3000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+192,4000000,-23.359375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+192,5000000,-23.578125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+192,6000000,-23.40625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+192,7000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+192,8000000,-23.453125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+192,9000000,-23.375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+192,10000000,-23.5,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,8
+193,1000000,-23.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+193,2000000,-23.40625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+193,3000000,-22.953125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+193,4000000,-23.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+193,5000000,-23.890625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+193,6000000,-22.984375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+193,7000000,-23.265625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+193,8000000,-23.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+193,9000000,-23.578125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+193,10000000,-23.515625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,8
+194,1000000,-19.6875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
+194,2000000,-20.40625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
+194,3000000,-22.3125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
+194,4000000,-20.671875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
+194,5000000,-21.109375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
+194,6000000,-22.734375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
+194,7000000,-20.59375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
+194,8000000,-20.875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
+194,9000000,-20.09375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
+194,10000000,-20.890625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,8
 195,1000000,-23.953125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,8
 195,2000000,-23.984375,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,8
 195,3000000,-23.921875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,8
@@ -14769,26 +14769,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.90625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,8
 196,9000000,-23.984375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,8
 196,10000000,-23.96875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,8
-197,1000000,-18.546875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-197,2000000,-17.53125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-197,3000000,-18.296875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-197,4000000,-16.5,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-197,5000000,-17.34375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-197,6000000,-14.40625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-197,7000000,-15.296875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-197,8000000,-14.65625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-197,9000000,-14.34375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-197,10000000,-13.203125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,8
-198,1000000,-19.5,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
-198,2000000,-18.625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
-198,3000000,-19.1875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
-198,4000000,-17.359375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
-198,5000000,-18.25,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
-198,6000000,-18.0625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
-198,7000000,-17.96875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
-198,8000000,-18.21875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
-198,9000000,-16.953125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
-198,10000000,-18.140625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,8
+197,1000000,-18.546875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+197,2000000,-17.53125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+197,3000000,-18.296875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+197,4000000,-16.5,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+197,5000000,-17.34375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+197,6000000,-14.40625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+197,7000000,-15.296875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+197,8000000,-14.65625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+197,9000000,-14.34375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+197,10000000,-13.203125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,8
+198,1000000,-19.5,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
+198,2000000,-18.625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
+198,3000000,-19.1875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
+198,4000000,-17.359375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
+198,5000000,-18.25,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
+198,6000000,-18.0625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
+198,7000000,-17.96875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
+198,8000000,-18.21875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
+198,9000000,-16.953125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
+198,10000000,-18.140625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,8
 199,1000000,-23.34375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
 199,2000000,-23.46875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
 199,3000000,-23.609375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
@@ -14799,16 +14799,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.640625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
 199,9000000,-23.59375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
 199,10000000,-23.90625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
-200,1000000,-23.953125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,2000000,-23.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,3000000,-21.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,4000000,-22.1875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,5000000,-22.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,6000000,-23.28125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,7000000,-23.53125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,8000000,-23.796875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,9000000,-23.984375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,10000000,-23.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
+200,1000000,-23.953125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
+200,2000000,-23.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
+200,3000000,-21.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
+200,4000000,-22.1875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
+200,5000000,-22.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
+200,6000000,-23.28125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
+200,7000000,-23.53125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
+200,8000000,-23.796875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
+200,9000000,-23.984375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
+200,10000000,-23.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,8
 201,1000000,-19.140625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
 201,2000000,-17.3125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
 201,3000000,-16.4375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
@@ -14819,26 +14819,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-13.1875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
 201,9000000,-11.984375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
 201,10000000,-12.078125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
-202,1000000,-18.53125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-202,2000000,-20.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-202,3000000,-18.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-202,4000000,-18.5625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-202,5000000,-19.6875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-202,6000000,-18.140625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-202,7000000,-19.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-202,8000000,-17.84375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-202,9000000,-18.4375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-202,10000000,-18.171875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,8
-203,1000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
-203,2000000,-20.984375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
-203,3000000,-18.984375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
-203,4000000,-18.890625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
-203,5000000,-19.5,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
-203,6000000,-18.078125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
-203,7000000,-20.109375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
-203,8000000,-18.171875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
-203,9000000,-17.421875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
-203,10000000,-17.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,8
+202,1000000,-18.53125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+202,2000000,-20.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+202,3000000,-18.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+202,4000000,-18.5625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+202,5000000,-19.6875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+202,6000000,-18.140625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+202,7000000,-19.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+202,8000000,-17.84375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+202,9000000,-18.4375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+202,10000000,-18.171875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,8
+203,1000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
+203,2000000,-20.984375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
+203,3000000,-18.984375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
+203,4000000,-18.890625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
+203,5000000,-19.5,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
+203,6000000,-18.078125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
+203,7000000,-20.109375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
+203,8000000,-18.171875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
+203,9000000,-17.421875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
+203,10000000,-17.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,8
 204,1000000,-23.484375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
 204,2000000,-23.40625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
 204,3000000,-23.546875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
@@ -14849,56 +14849,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.453125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
 204,9000000,-23.484375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
 204,10000000,-23.796875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
-205,1000000,-23.390625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-205,2000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-205,3000000,-23.46875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-205,4000000,-23.8125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-205,5000000,-23.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-205,6000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-205,7000000,-23.390625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-205,8000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-205,9000000,-23.421875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-205,10000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,8
-206,1000000,-18.359375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-206,2000000,-20.0625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-206,3000000,-19.765625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-206,4000000,-17.953125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-206,5000000,-18.0,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-206,6000000,-16.53125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-206,7000000,-18.59375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-206,8000000,-18.90625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-206,9000000,-18.453125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-206,10000000,-20.578125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,8
-207,1000000,-21.1875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-207,2000000,-19.140625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-207,3000000,-17.671875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-207,4000000,-17.375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-207,5000000,-17.296875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-207,6000000,-13.6875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-207,7000000,-16.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-207,8000000,-18.453125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-207,9000000,-15.25,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-207,10000000,-17.796875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,8
-208,1000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-208,2000000,-23.953125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-208,3000000,-23.984375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-208,4000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-208,5000000,-23.109375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-208,6000000,-23.859375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-208,7000000,-23.828125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-208,8000000,-23.96875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-208,9000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-208,10000000,-23.640625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,8
-209,1000000,-20.21875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
-209,2000000,-21.0,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
-209,3000000,-19.5625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
-209,4000000,-20.1875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
-209,5000000,-20.5,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
-209,6000000,-23.4375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
-209,7000000,-19.984375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
-209,8000000,-19.171875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
-209,9000000,-22.859375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
-209,10000000,-23.03125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,8
+205,1000000,-23.390625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+205,2000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+205,3000000,-23.46875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+205,4000000,-23.8125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+205,5000000,-23.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+205,6000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+205,7000000,-23.390625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+205,8000000,-23.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+205,9000000,-23.421875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+205,10000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,8
+206,1000000,-18.359375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+206,2000000,-20.0625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+206,3000000,-19.765625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+206,4000000,-17.953125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+206,5000000,-18.0,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+206,6000000,-16.53125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+206,7000000,-18.59375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+206,8000000,-18.90625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+206,9000000,-18.453125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+206,10000000,-20.578125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,8
+207,1000000,-21.1875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+207,2000000,-19.140625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+207,3000000,-17.671875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+207,4000000,-17.375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+207,5000000,-17.296875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+207,6000000,-13.6875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+207,7000000,-16.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+207,8000000,-18.453125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+207,9000000,-15.25,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+207,10000000,-17.796875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,8
+208,1000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+208,2000000,-23.953125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+208,3000000,-23.984375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+208,4000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+208,5000000,-23.109375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+208,6000000,-23.859375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+208,7000000,-23.828125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+208,8000000,-23.96875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+208,9000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+208,10000000,-23.640625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,8
+209,1000000,-20.21875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
+209,2000000,-21.0,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
+209,3000000,-19.5625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
+209,4000000,-20.1875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
+209,5000000,-20.5,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
+209,6000000,-23.4375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
+209,7000000,-19.984375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
+209,8000000,-19.171875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
+209,9000000,-22.859375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
+209,10000000,-23.03125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,8
 210,1000000,-23.453125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
 210,2000000,-22.296875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
 210,3000000,-23.34375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
@@ -14909,36 +14909,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-21.96875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
 210,9000000,-22.390625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
 210,10000000,-20.59375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
-211,1000000,-23.90625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-211,2000000,-24.0,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-211,3000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-211,4000000,-23.5625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-211,5000000,-23.1875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-211,6000000,-23.1875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-211,7000000,-23.5,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-211,8000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-211,9000000,-23.59375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-211,10000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,8
-212,1000000,-18.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-212,2000000,-19.28125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-212,3000000,-18.4375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-212,4000000,-19.171875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-212,5000000,-18.484375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-212,6000000,-17.75,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-212,7000000,-20.15625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-212,8000000,-17.953125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-212,9000000,-17.296875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-212,10000000,-17.609375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,8
-213,1000000,-23.15625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
-213,2000000,-23.5625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
-213,3000000,-23.484375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
-213,4000000,-22.828125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
-213,5000000,-23.96875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
-213,6000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
-213,7000000,-23.453125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
-213,8000000,-23.40625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
-213,9000000,-23.65625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
-213,10000000,-23.59375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,8
+211,1000000,-23.90625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+211,2000000,-24.0,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+211,3000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+211,4000000,-23.5625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+211,5000000,-23.1875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+211,6000000,-23.1875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+211,7000000,-23.5,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+211,8000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+211,9000000,-23.59375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+211,10000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,8
+212,1000000,-18.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+212,2000000,-19.28125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+212,3000000,-18.4375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+212,4000000,-19.171875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+212,5000000,-18.484375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+212,6000000,-17.75,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+212,7000000,-20.15625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+212,8000000,-17.953125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+212,9000000,-17.296875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+212,10000000,-17.609375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,8
+213,1000000,-23.15625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
+213,2000000,-23.5625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
+213,3000000,-23.484375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
+213,4000000,-22.828125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
+213,5000000,-23.96875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
+213,6000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
+213,7000000,-23.453125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
+213,8000000,-23.40625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
+213,9000000,-23.65625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
+213,10000000,-23.59375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,8
 214,1000000,-23.484375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
 214,2000000,-23.84375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
 214,3000000,-23.515625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
@@ -14949,86 +14949,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-23.984375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
 214,9000000,-23.59375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
 214,10000000,-23.40625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
-215,1000000,-21.84375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-215,2000000,-23.734375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-215,3000000,-23.28125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-215,4000000,-23.015625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-215,5000000,-23.46875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-215,6000000,-23.015625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-215,7000000,-23.609375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-215,8000000,-23.84375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-215,9000000,-23.546875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-215,10000000,-22.984375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,8
-216,1000000,-23.21875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-216,2000000,-22.421875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-216,3000000,-23.515625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-216,4000000,-23.9375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-216,5000000,-23.671875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-216,6000000,-23.984375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-216,7000000,-21.296875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-216,8000000,-22.046875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-216,9000000,-21.25,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-216,10000000,-21.234375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,8
-217,1000000,-23.875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-217,2000000,-23.25,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-217,3000000,-23.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-217,4000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-217,5000000,-23.5625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-217,6000000,-23.0,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-217,7000000,-23.0625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-217,8000000,-23.28125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-217,9000000,-23.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-217,10000000,-22.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,8
-218,1000000,-19.046875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-218,2000000,-19.296875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-218,3000000,-18.9375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-218,4000000,-17.734375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-218,5000000,-18.078125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-218,6000000,-19.234375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-218,7000000,-17.046875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-218,8000000,-18.09375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-218,9000000,-18.5625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-218,10000000,-18.46875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,8
-219,1000000,-23.609375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-219,2000000,-23.453125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-219,3000000,-23.515625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-219,4000000,-23.546875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-219,5000000,-23.484375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-219,6000000,-23.65625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-219,7000000,-23.390625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-219,8000000,-23.453125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-219,9000000,-23.421875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-219,10000000,-23.40625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,8
-220,1000000,-22.4375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-220,2000000,-23.46875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-220,3000000,-23.953125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-220,4000000,-23.578125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-220,5000000,-23.875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-220,6000000,-23.125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-220,7000000,-23.09375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-220,8000000,-23.15625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-220,9000000,-23.875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-220,10000000,-23.4375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,8
-221,1000000,-23.625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-221,2000000,-22.734375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-221,3000000,-23.4375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-221,4000000,-22.953125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-221,5000000,-21.0625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-221,6000000,-23.09375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-221,7000000,-22.53125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-221,8000000,-22.96875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-221,9000000,-23.78125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-221,10000000,-20.765625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,8
-222,1000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
-222,2000000,-23.9375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
-222,3000000,-23.984375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
-222,4000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
-222,5000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
-222,6000000,-23.859375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
-222,7000000,-23.328125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
-222,8000000,-23.234375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
-222,9000000,-23.59375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
-222,10000000,-23.546875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,8
+215,1000000,-21.84375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+215,2000000,-23.734375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+215,3000000,-23.28125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+215,4000000,-23.015625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+215,5000000,-23.46875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+215,6000000,-23.015625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+215,7000000,-23.609375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+215,8000000,-23.84375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+215,9000000,-23.546875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+215,10000000,-22.984375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,8
+216,1000000,-23.21875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+216,2000000,-22.421875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+216,3000000,-23.515625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+216,4000000,-23.9375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+216,5000000,-23.671875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+216,6000000,-23.984375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+216,7000000,-21.296875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+216,8000000,-22.046875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+216,9000000,-21.25,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+216,10000000,-21.234375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,8
+217,1000000,-23.875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+217,2000000,-23.25,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+217,3000000,-23.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+217,4000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+217,5000000,-23.5625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+217,6000000,-23.0,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+217,7000000,-23.0625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+217,8000000,-23.28125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+217,9000000,-23.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+217,10000000,-22.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,8
+218,1000000,-19.046875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+218,2000000,-19.296875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+218,3000000,-18.9375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+218,4000000,-17.734375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+218,5000000,-18.078125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+218,6000000,-19.234375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+218,7000000,-17.046875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+218,8000000,-18.09375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+218,9000000,-18.5625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+218,10000000,-18.46875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,8
+219,1000000,-23.609375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+219,2000000,-23.453125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+219,3000000,-23.515625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+219,4000000,-23.546875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+219,5000000,-23.484375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+219,6000000,-23.65625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+219,7000000,-23.390625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+219,8000000,-23.453125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+219,9000000,-23.421875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+219,10000000,-23.40625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,8
+220,1000000,-22.4375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+220,2000000,-23.46875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+220,3000000,-23.953125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+220,4000000,-23.578125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+220,5000000,-23.875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+220,6000000,-23.125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+220,7000000,-23.09375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+220,8000000,-23.15625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+220,9000000,-23.875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+220,10000000,-23.4375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,8
+221,1000000,-23.625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+221,2000000,-22.734375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+221,3000000,-23.4375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+221,4000000,-22.953125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+221,5000000,-21.0625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+221,6000000,-23.09375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+221,7000000,-22.53125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+221,8000000,-22.96875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+221,9000000,-23.78125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+221,10000000,-20.765625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,8
+222,1000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
+222,2000000,-23.9375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
+222,3000000,-23.984375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
+222,4000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
+222,5000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
+222,6000000,-23.859375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
+222,7000000,-23.328125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
+222,8000000,-23.234375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
+222,9000000,-23.59375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
+222,10000000,-23.546875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,8
 223,1000000,-22.59375,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,8
 223,2000000,-22.671875,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,8
 223,3000000,-21.90625,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,8
@@ -15049,16 +15049,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-22.828125,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,8
 224,9000000,-23.515625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,8
 224,10000000,-23.390625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,8
-225,1000000,-23.328125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
-225,2000000,-23.125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
-225,3000000,-23.390625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
-225,4000000,-23.703125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
-225,5000000,-23.609375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
-225,6000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
-225,7000000,-23.875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
-225,8000000,-23.921875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
-225,9000000,-23.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
-225,10000000,-23.875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,8
+225,1000000,-23.328125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
+225,2000000,-23.125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
+225,3000000,-23.390625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
+225,4000000,-23.703125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
+225,5000000,-23.609375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
+225,6000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
+225,7000000,-23.875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
+225,8000000,-23.921875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
+225,9000000,-23.90625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
+225,10000000,-23.875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,8
 226,1000000,-23.203125,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,8
 226,2000000,-23.9375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,8
 226,3000000,-23.890625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,8
@@ -15079,66 +15079,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-18.984375,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,8
 227,9000000,-17.421875,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,8
 227,10000000,-17.71875,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,8
-228,1000000,-18.734375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-228,2000000,-18.9375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-228,3000000,-18.78125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-228,4000000,-17.921875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-228,5000000,-17.8125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-228,6000000,-17.71875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-228,7000000,-17.34375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-228,8000000,-17.40625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-228,9000000,-19.078125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-228,10000000,-18.015625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,8
-229,1000000,-22.234375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-229,2000000,-22.859375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-229,3000000,-19.78125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-229,4000000,-22.453125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-229,5000000,-23.265625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-229,6000000,-20.640625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-229,7000000,-23.28125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-229,8000000,-19.625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-229,9000000,-23.484375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-229,10000000,-22.15625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,8
-230,1000000,-23.96875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-230,2000000,-23.6875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-230,3000000,-23.171875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-230,4000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-230,5000000,-23.28125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-230,6000000,-23.4375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-230,7000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-230,8000000,-23.109375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-230,9000000,-23.875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-230,10000000,-23.078125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,8
-231,1000000,-23.484375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-231,2000000,-23.578125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-231,3000000,-23.53125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-231,4000000,-23.34375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-231,5000000,-23.578125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-231,6000000,-23.5,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-231,7000000,-23.609375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-231,8000000,-23.25,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-231,9000000,-23.53125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-231,10000000,-23.5625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,8
-232,1000000,-23.4375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-232,2000000,-22.71875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-232,3000000,-23.0,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-232,4000000,-22.765625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-232,5000000,-22.859375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-232,6000000,-22.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-232,7000000,-23.5,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-232,8000000,-23.328125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-232,9000000,-23.625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-232,10000000,-23.640625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,8
-233,1000000,-19.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
-233,2000000,-21.421875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
-233,3000000,-20.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
-233,4000000,-21.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
-233,5000000,-23.015625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
-233,6000000,-21.109375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
-233,7000000,-21.296875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
-233,8000000,-20.921875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
-233,9000000,-19.453125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
-233,10000000,-19.453125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,8
+228,1000000,-18.734375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+228,2000000,-18.9375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+228,3000000,-18.78125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+228,4000000,-17.921875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+228,5000000,-17.8125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+228,6000000,-17.71875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+228,7000000,-17.34375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+228,8000000,-17.40625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+228,9000000,-19.078125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+228,10000000,-18.015625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,8
+229,1000000,-22.234375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+229,2000000,-22.859375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+229,3000000,-19.78125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+229,4000000,-22.453125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+229,5000000,-23.265625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+229,6000000,-20.640625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+229,7000000,-23.28125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+229,8000000,-19.625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+229,9000000,-23.484375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+229,10000000,-22.15625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,8
+230,1000000,-23.96875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+230,2000000,-23.6875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+230,3000000,-23.171875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+230,4000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+230,5000000,-23.28125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+230,6000000,-23.4375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+230,7000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+230,8000000,-23.109375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+230,9000000,-23.875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+230,10000000,-23.078125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,8
+231,1000000,-23.484375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+231,2000000,-23.578125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+231,3000000,-23.53125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+231,4000000,-23.34375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+231,5000000,-23.578125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+231,6000000,-23.5,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+231,7000000,-23.609375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+231,8000000,-23.25,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+231,9000000,-23.53125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+231,10000000,-23.5625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,8
+232,1000000,-23.4375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+232,2000000,-22.71875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+232,3000000,-23.0,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+232,4000000,-22.765625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+232,5000000,-22.859375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+232,6000000,-22.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+232,7000000,-23.5,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+232,8000000,-23.328125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+232,9000000,-23.625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+232,10000000,-23.640625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,8
+233,1000000,-19.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
+233,2000000,-21.421875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
+233,3000000,-20.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
+233,4000000,-21.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
+233,5000000,-23.015625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
+233,6000000,-21.109375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
+233,7000000,-21.296875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
+233,8000000,-20.921875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
+233,9000000,-19.453125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
+233,10000000,-19.453125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,8
 234,1000000,-23.59375,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,8
 234,2000000,-23.96875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,8
 234,3000000,-23.875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,8
@@ -15169,56 +15169,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.421875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,8
 236,9000000,-23.96875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,8
 236,10000000,-23.359375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,8
-237,1000000,-23.671875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-237,2000000,-23.875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-237,3000000,-23.8125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-237,4000000,-23.90625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-237,5000000,-23.953125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-237,6000000,-23.9375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-237,7000000,-23.890625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-237,8000000,-23.984375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-237,9000000,-23.875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-237,10000000,-23.921875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,8
-238,1000000,-20.890625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-238,2000000,-23.84375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-238,3000000,-21.703125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-238,4000000,-17.046875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-238,5000000,-22.625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-238,6000000,-23.625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-238,7000000,-21.328125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-238,8000000,-23.703125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-238,9000000,-23.03125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-238,10000000,-22.859375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,8
-239,1000000,-20.296875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-239,2000000,-20.03125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-239,3000000,-20.109375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-239,4000000,-19.0625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-239,5000000,-18.609375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-239,6000000,-18.859375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-239,7000000,-18.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-239,8000000,-17.65625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-239,9000000,-19.09375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-239,10000000,-16.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,8
-240,1000000,-20.25,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-240,2000000,-18.421875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-240,3000000,-17.921875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-240,4000000,-18.28125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-240,5000000,-17.953125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-240,6000000,-19.265625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-240,7000000,-18.40625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-240,8000000,-16.09375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-240,9000000,-17.0625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-240,10000000,-17.203125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,8
-241,1000000,-23.8125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
-241,2000000,-20.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
-241,3000000,-20.0,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
-241,4000000,-20.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
-241,5000000,-20.515625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
-241,6000000,-20.59375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
-241,7000000,-22.109375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
-241,8000000,-23.125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
-241,9000000,-21.515625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
-241,10000000,-23.0625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,8
+237,1000000,-23.671875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+237,2000000,-23.875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+237,3000000,-23.8125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+237,4000000,-23.90625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+237,5000000,-23.953125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+237,6000000,-23.9375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+237,7000000,-23.890625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+237,8000000,-23.984375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+237,9000000,-23.875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+237,10000000,-23.921875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,8
+238,1000000,-20.890625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+238,2000000,-23.84375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+238,3000000,-21.703125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+238,4000000,-17.046875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+238,5000000,-22.625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+238,6000000,-23.625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+238,7000000,-21.328125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+238,8000000,-23.703125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+238,9000000,-23.03125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+238,10000000,-22.859375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,8
+239,1000000,-20.296875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+239,2000000,-20.03125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+239,3000000,-20.109375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+239,4000000,-19.0625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+239,5000000,-18.609375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+239,6000000,-18.859375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+239,7000000,-18.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+239,8000000,-17.65625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+239,9000000,-19.09375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+239,10000000,-16.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,8
+240,1000000,-20.25,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+240,2000000,-18.421875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+240,3000000,-17.921875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+240,4000000,-18.28125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+240,5000000,-17.953125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+240,6000000,-19.265625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+240,7000000,-18.40625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+240,8000000,-16.09375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+240,9000000,-17.0625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+240,10000000,-17.203125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,8
+241,1000000,-23.8125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
+241,2000000,-20.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
+241,3000000,-20.0,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
+241,4000000,-20.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
+241,5000000,-20.515625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
+241,6000000,-20.59375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
+241,7000000,-22.109375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
+241,8000000,-23.125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
+241,9000000,-21.515625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
+241,10000000,-23.0625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,8
 242,1000000,-20.390625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,8
 242,2000000,-18.734375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,8
 242,3000000,-19.421875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,8
@@ -15229,36 +15229,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-20.6875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,8
 242,9000000,-22.640625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,8
 242,10000000,-21.640625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,8
-243,1000000,-23.28125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-243,2000000,-23.59375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-243,3000000,-23.359375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-243,4000000,-23.484375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-243,5000000,-23.140625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-243,6000000,-23.546875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-243,7000000,-23.78125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-243,8000000,-23.5,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-243,9000000,-23.953125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-243,10000000,-23.546875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,8
-244,1000000,-19.875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-244,2000000,-18.859375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-244,3000000,-18.078125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-244,4000000,-17.71875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-244,5000000,-17.671875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-244,6000000,-18.03125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-244,7000000,-18.546875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-244,8000000,-17.53125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-244,9000000,-18.328125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-244,10000000,-17.203125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,8
-245,1000000,-23.828125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
-245,2000000,-22.859375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
-245,3000000,-23.484375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
-245,4000000,-23.40625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
-245,5000000,-23.5,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
-245,6000000,-23.9375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
-245,7000000,-23.96875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
-245,8000000,-23.375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
-245,9000000,-23.34375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
-245,10000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,8
+243,1000000,-23.28125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+243,2000000,-23.59375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+243,3000000,-23.359375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+243,4000000,-23.484375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+243,5000000,-23.140625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+243,6000000,-23.546875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+243,7000000,-23.78125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+243,8000000,-23.5,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+243,9000000,-23.953125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+243,10000000,-23.546875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,8
+244,1000000,-19.875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+244,2000000,-18.859375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+244,3000000,-18.078125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+244,4000000,-17.71875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+244,5000000,-17.671875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+244,6000000,-18.03125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+244,7000000,-18.546875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+244,8000000,-17.53125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+244,9000000,-18.328125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+244,10000000,-17.203125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,8
+245,1000000,-23.828125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
+245,2000000,-22.859375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
+245,3000000,-23.484375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
+245,4000000,-23.40625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
+245,5000000,-23.5,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
+245,6000000,-23.9375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
+245,7000000,-23.96875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
+245,8000000,-23.375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
+245,9000000,-23.34375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
+245,10000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,8
 246,1000000,-23.984375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
 246,2000000,-23.46875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
 246,3000000,-23.5,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
@@ -15269,46 +15269,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.953125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
 246,9000000,-23.890625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
 246,10000000,-23.625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
-247,1000000,-20.421875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,2000000,-18.515625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,3000000,-17.96875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,4000000,-18.6875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,5000000,-16.703125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,6000000,-17.640625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,7000000,-20.859375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,8000000,-17.484375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,9000000,-17.640625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,10000000,-18.453125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-248,1000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-248,2000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-248,3000000,-23.3125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-248,4000000,-23.65625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-248,5000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-248,6000000,-23.015625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-248,7000000,-23.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-248,8000000,-23.015625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-248,9000000,-23.3125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-248,10000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,8
-249,1000000,-19.609375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-249,2000000,-19.90625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-249,3000000,-21.484375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-249,4000000,-17.421875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-249,5000000,-18.46875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-249,6000000,-17.984375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-249,7000000,-15.421875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-249,8000000,-15.3125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-249,9000000,-16.59375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-249,10000000,-17.015625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,8
-250,1000000,-23.265625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
-250,2000000,-23.984375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
-250,3000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
-250,4000000,-23.59375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
-250,5000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
-250,6000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
-250,7000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
-250,8000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
-250,9000000,-22.84375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
-250,10000000,-23.125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,8
+247,1000000,-20.421875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+247,2000000,-18.515625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+247,3000000,-17.96875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+247,4000000,-18.6875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+247,5000000,-16.703125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+247,6000000,-17.640625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+247,7000000,-20.859375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+247,8000000,-17.484375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+247,9000000,-17.640625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+247,10000000,-18.453125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,8
+248,1000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+248,2000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+248,3000000,-23.3125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+248,4000000,-23.65625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+248,5000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+248,6000000,-23.015625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+248,7000000,-23.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+248,8000000,-23.015625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+248,9000000,-23.3125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+248,10000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,8
+249,1000000,-19.609375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+249,2000000,-19.90625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+249,3000000,-21.484375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+249,4000000,-17.421875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+249,5000000,-18.46875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+249,6000000,-17.984375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+249,7000000,-15.421875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+249,8000000,-15.3125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+249,9000000,-16.59375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+249,10000000,-17.015625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,8
+250,1000000,-23.265625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,2000000,-23.984375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,3000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,4000000,-23.59375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,5000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,6000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,7000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,8000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,9000000,-22.84375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,10000000,-23.125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
 251,1000000,-21.875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
 251,2000000,-23.40625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
 251,3000000,-23.6875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
@@ -15319,16 +15319,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-23.34375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
 251,9000000,-23.453125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
 251,10000000,-22.0,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
-252,1000000,-23.515625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,2000000,-23.59375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,3000000,-23.515625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,4000000,-23.65625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,5000000,-23.484375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,6000000,-23.3125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,7000000,-23.03125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,8000000,-23.15625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,9000000,-23.40625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,10000000,-23.1875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
+252,1000000,-23.515625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
+252,2000000,-23.59375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
+252,3000000,-23.515625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
+252,4000000,-23.65625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
+252,5000000,-23.484375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
+252,6000000,-23.3125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
+252,7000000,-23.03125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
+252,8000000,-23.15625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
+252,9000000,-23.40625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
+252,10000000,-23.1875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
 253,1000000,-23.59375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
 253,2000000,-23.9375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
 253,3000000,-23.9375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
@@ -15339,66 +15339,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-23.5625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
 253,9000000,-23.015625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
 253,10000000,-22.78125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
-254,1000000,-22.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,2000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,3000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,4000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,5000000,-23.453125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,6000000,-23.5625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,7000000,-23.359375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,8000000,-23.890625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,9000000,-23.234375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,10000000,-24.0,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-255,1000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-255,2000000,-23.984375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-255,3000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-255,4000000,-23.390625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-255,5000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-255,6000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-255,7000000,-23.890625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-255,8000000,-23.96875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-255,9000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-255,10000000,-23.265625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,8
-0,1000000,-22.359375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-0,2000000,-22.609375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-0,3000000,-22.078125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-0,4000000,-23.96875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-0,5000000,-23.96875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-0,6000000,-23.453125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-0,7000000,-23.171875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-0,8000000,-23.09375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-0,9000000,-23.296875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-0,10000000,-23.328125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,4
-1,1000000,-20.828125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-1,2000000,-19.546875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-1,3000000,-17.640625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-1,4000000,-18.9375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-1,5000000,-19.078125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-1,6000000,-17.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-1,7000000,-17.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-1,8000000,-18.5625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-1,9000000,-17.921875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-1,10000000,-17.609375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,4
-2,1000000,-23.46875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-2,2000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-2,3000000,-23.78125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-2,4000000,-23.046875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-2,5000000,-23.90625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-2,6000000,-23.53125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-2,7000000,-23.59375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-2,8000000,-23.421875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-2,9000000,-23.5625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-2,10000000,-23.765625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,4
-3,1000000,-20.703125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
-3,2000000,-18.375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
-3,3000000,-22.484375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
-3,4000000,-23.109375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
-3,5000000,-21.84375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
-3,6000000,-21.78125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
-3,7000000,-23.3125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
-3,8000000,-22.890625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
-3,9000000,-23.296875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
-3,10000000,-21.296875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,4
+254,1000000,-22.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+254,2000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+254,3000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+254,4000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+254,5000000,-23.453125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+254,6000000,-23.5625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+254,7000000,-23.359375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+254,8000000,-23.890625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+254,9000000,-23.234375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+254,10000000,-24.0,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,8
+255,1000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+255,2000000,-23.984375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+255,3000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+255,4000000,-23.390625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+255,5000000,-23.9375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+255,6000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+255,7000000,-23.890625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+255,8000000,-23.96875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+255,9000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+255,10000000,-23.265625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,8
+0,1000000,-22.359375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+0,2000000,-22.609375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+0,3000000,-22.078125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+0,4000000,-23.96875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+0,5000000,-23.96875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+0,6000000,-23.453125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+0,7000000,-23.171875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+0,8000000,-23.09375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+0,9000000,-23.296875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+0,10000000,-23.328125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,4
+1,1000000,-20.828125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+1,2000000,-19.546875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+1,3000000,-17.640625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+1,4000000,-18.9375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+1,5000000,-19.078125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+1,6000000,-17.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+1,7000000,-17.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+1,8000000,-18.5625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+1,9000000,-17.921875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+1,10000000,-17.609375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,4
+2,1000000,-23.46875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+2,2000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+2,3000000,-23.78125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+2,4000000,-23.046875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+2,5000000,-23.90625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+2,6000000,-23.53125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+2,7000000,-23.59375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+2,8000000,-23.421875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+2,9000000,-23.5625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+2,10000000,-23.765625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,4
+3,1000000,-20.703125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
+3,2000000,-18.375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
+3,3000000,-22.484375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
+3,4000000,-23.109375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
+3,5000000,-21.84375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
+3,6000000,-21.78125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
+3,7000000,-23.3125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
+3,8000000,-22.890625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
+3,9000000,-23.296875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
+3,10000000,-21.296875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,4
 4,1000000,-23.171875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,4
 4,2000000,-23.46875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,4
 4,3000000,-23.953125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,4
@@ -15419,56 +15419,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-18.75,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,4
 5,9000000,-18.828125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,4
 5,10000000,-14.84375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,4
-6,1000000,-17.859375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-6,2000000,-16.984375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-6,3000000,-17.109375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-6,4000000,-16.28125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-6,5000000,-15.921875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-6,6000000,-14.59375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-6,7000000,-12.5625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-6,8000000,-13.0625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-6,9000000,-10.75,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-6,10000000,-9.140625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,4
-7,1000000,-23.390625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-7,2000000,-23.359375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-7,3000000,-23.859375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-7,4000000,-23.984375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-7,5000000,-23.640625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-7,6000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-7,7000000,-23.078125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-7,8000000,-23.90625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-7,9000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-7,10000000,-23.15625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,4
-8,1000000,-23.40625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-8,2000000,-23.453125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-8,3000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-8,4000000,-23.5625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-8,5000000,-23.578125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-8,6000000,-23.296875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-8,7000000,-23.40625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-8,8000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-8,9000000,-23.46875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-8,10000000,-23.640625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,4
-9,1000000,-23.34375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-9,2000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-9,3000000,-23.3125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-9,4000000,-23.59375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-9,5000000,-23.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-9,6000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-9,7000000,-23.421875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-9,8000000,-23.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-9,9000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-9,10000000,-23.375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,4
-10,1000000,-22.828125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
-10,2000000,-23.140625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
-10,3000000,-22.71875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
-10,4000000,-22.0,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
-10,5000000,-23.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
-10,6000000,-22.4375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
-10,7000000,-22.46875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
-10,8000000,-22.640625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
-10,9000000,-22.53125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
-10,10000000,-22.40625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,4
+6,1000000,-17.859375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+6,2000000,-16.984375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+6,3000000,-17.109375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+6,4000000,-16.28125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+6,5000000,-15.921875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+6,6000000,-14.59375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+6,7000000,-12.5625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+6,8000000,-13.0625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+6,9000000,-10.75,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+6,10000000,-9.140625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,4
+7,1000000,-23.390625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+7,2000000,-23.359375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+7,3000000,-23.859375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+7,4000000,-23.984375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+7,5000000,-23.640625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+7,6000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+7,7000000,-23.078125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+7,8000000,-23.90625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+7,9000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+7,10000000,-23.15625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,4
+8,1000000,-23.40625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+8,2000000,-23.453125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+8,3000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+8,4000000,-23.5625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+8,5000000,-23.578125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+8,6000000,-23.296875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+8,7000000,-23.40625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+8,8000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+8,9000000,-23.46875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+8,10000000,-23.640625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,4
+9,1000000,-23.34375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+9,2000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+9,3000000,-23.3125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+9,4000000,-23.59375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+9,5000000,-23.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+9,6000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+9,7000000,-23.421875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+9,8000000,-23.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+9,9000000,-23.921875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+9,10000000,-23.375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,4
+10,1000000,-22.828125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
+10,2000000,-23.140625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
+10,3000000,-22.71875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
+10,4000000,-22.0,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
+10,5000000,-23.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
+10,6000000,-22.4375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
+10,7000000,-22.46875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
+10,8000000,-22.640625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
+10,9000000,-22.53125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
+10,10000000,-22.40625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
 11,1000000,-22.53125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
 11,2000000,-23.640625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
 11,3000000,-23.265625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
@@ -15479,26 +15479,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-23.921875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
 11,9000000,-23.234375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
 11,10000000,-23.640625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
-12,1000000,-23.796875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,2000000,-23.8125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,3000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,4000000,-23.859375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,5000000,-23.796875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,6000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,7000000,-23.515625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,8000000,-23.5,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,9000000,-23.703125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,10000000,-23.46875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-13,1000000,-23.203125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
-13,2000000,-23.3125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
-13,3000000,-23.359375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
-13,4000000,-23.171875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
-13,5000000,-22.71875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
-13,6000000,-23.1875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
-13,7000000,-23.375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
-13,8000000,-23.546875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
-13,9000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
-13,10000000,-22.75,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,4
+12,1000000,-23.796875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+12,2000000,-23.8125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+12,3000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+12,4000000,-23.859375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+12,5000000,-23.796875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+12,6000000,-23.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+12,7000000,-23.515625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+12,8000000,-23.5,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+12,9000000,-23.703125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+12,10000000,-23.46875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,4
+13,1000000,-23.203125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
+13,2000000,-23.3125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
+13,3000000,-23.359375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
+13,4000000,-23.171875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
+13,5000000,-22.71875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
+13,6000000,-23.1875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
+13,7000000,-23.375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
+13,8000000,-23.546875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
+13,9000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
+13,10000000,-22.75,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
 14,1000000,-16.71875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
 14,2000000,-15.90625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
 14,3000000,-16.5,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
@@ -15509,26 +15509,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-14.921875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
 14,9000000,-14.9375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
 14,10000000,-15.359375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
-15,1000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-15,2000000,-24.0,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-15,3000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-15,4000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-15,5000000,-23.921875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-15,6000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-15,7000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-15,8000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-15,9000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-15,10000000,-23.875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,4
-16,1000000,-18.21875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
-16,2000000,-22.390625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
-16,3000000,-18.84375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
-16,4000000,-17.4375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
-16,5000000,-17.765625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
-16,6000000,-18.390625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
-16,7000000,-18.15625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
-16,8000000,-17.5,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
-16,9000000,-18.265625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
-16,10000000,-16.765625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,4
+15,1000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+15,2000000,-24.0,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+15,3000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+15,4000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+15,5000000,-23.921875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+15,6000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+15,7000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+15,8000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+15,9000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+15,10000000,-23.875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,4
+16,1000000,-18.21875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
+16,2000000,-22.390625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
+16,3000000,-18.84375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
+16,4000000,-17.4375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
+16,5000000,-17.765625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
+16,6000000,-18.390625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
+16,7000000,-18.15625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
+16,8000000,-17.5,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
+16,9000000,-18.265625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
+16,10000000,-16.765625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,4
 17,1000000,-20.484375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
 17,2000000,-23.03125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
 17,3000000,-20.140625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
@@ -15539,26 +15539,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-23.328125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
 17,9000000,-22.6875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
 17,10000000,-23.953125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
-18,1000000,-23.140625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-18,2000000,-23.265625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-18,3000000,-23.234375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-18,4000000,-23.390625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-18,5000000,-23.46875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-18,6000000,-23.09375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-18,7000000,-23.171875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-18,8000000,-23.234375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-18,9000000,-23.109375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-18,10000000,-23.421875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,4
-19,1000000,-23.828125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
-19,2000000,-23.953125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
-19,3000000,-23.0,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
-19,4000000,-23.390625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
-19,5000000,-23.609375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
-19,6000000,-23.5,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
-19,7000000,-23.671875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
-19,8000000,-23.578125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
-19,9000000,-23.578125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
-19,10000000,-23.34375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,4
+18,1000000,-23.140625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+18,2000000,-23.265625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+18,3000000,-23.234375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+18,4000000,-23.390625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+18,5000000,-23.46875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+18,6000000,-23.09375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+18,7000000,-23.171875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+18,8000000,-23.234375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+18,9000000,-23.109375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+18,10000000,-23.421875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,4
+19,1000000,-23.828125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
+19,2000000,-23.953125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
+19,3000000,-23.0,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
+19,4000000,-23.390625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
+19,5000000,-23.609375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
+19,6000000,-23.5,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
+19,7000000,-23.671875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
+19,8000000,-23.578125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
+19,9000000,-23.578125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
+19,10000000,-23.34375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,4
 20,1000000,-21.734375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
 20,2000000,-22.09375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
 20,3000000,-22.890625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
@@ -15569,76 +15569,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-21.328125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
 20,9000000,-22.28125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
 20,10000000,-23.125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
-21,1000000,-22.453125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-21,2000000,-23.5,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-21,3000000,-23.46875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-21,4000000,-23.453125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-21,5000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-21,6000000,-23.9375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-21,7000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-21,8000000,-23.4375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-21,9000000,-23.75,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-21,10000000,-23.640625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,4
-22,1000000,-18.53125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-22,2000000,-17.375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-22,3000000,-19.0625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-22,4000000,-19.03125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-22,5000000,-17.78125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-22,6000000,-17.453125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-22,7000000,-19.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-22,8000000,-17.875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-22,9000000,-16.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-22,10000000,-16.296875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,4
-23,1000000,-17.90625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-23,2000000,-19.296875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-23,3000000,-16.59375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-23,4000000,-17.25,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-23,5000000,-14.84375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-23,6000000,-16.453125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-23,7000000,-15.609375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-23,8000000,-13.25,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-23,9000000,-14.5,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-23,10000000,-13.140625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,4
-24,1000000,-23.25,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-24,2000000,-23.53125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-24,3000000,-23.40625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-24,4000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-24,5000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-24,6000000,-23.953125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-24,7000000,-23.546875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-24,8000000,-23.390625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-24,9000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-24,10000000,-22.84375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,4
-25,1000000,-18.25,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-25,2000000,-16.171875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-25,3000000,-17.046875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-25,4000000,-18.671875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-25,5000000,-18.359375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-25,6000000,-21.765625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-25,7000000,-22.8125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-25,8000000,-23.015625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-25,9000000,-23.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-25,10000000,-23.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,4
-26,1000000,-22.53125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-26,2000000,-22.546875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-26,3000000,-23.46875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-26,4000000,-22.28125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-26,5000000,-23.015625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-26,6000000,-23.4375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-26,7000000,-22.8125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-26,8000000,-22.46875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-26,9000000,-23.921875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-26,10000000,-23.609375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,4
-27,1000000,-21.5625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
-27,2000000,-23.171875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
-27,3000000,-23.984375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
-27,4000000,-23.65625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
-27,5000000,-22.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
-27,6000000,-22.546875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
-27,7000000,-22.640625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
-27,8000000,-23.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
-27,9000000,-23.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
-27,10000000,-20.5625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,4
+21,1000000,-22.453125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+21,2000000,-23.5,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+21,3000000,-23.46875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+21,4000000,-23.453125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+21,5000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+21,6000000,-23.9375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+21,7000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+21,8000000,-23.4375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+21,9000000,-23.75,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+21,10000000,-23.640625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,4
+22,1000000,-18.53125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+22,2000000,-17.375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+22,3000000,-19.0625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+22,4000000,-19.03125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+22,5000000,-17.78125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+22,6000000,-17.453125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+22,7000000,-19.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+22,8000000,-17.875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+22,9000000,-16.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+22,10000000,-16.296875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,4
+23,1000000,-17.90625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+23,2000000,-19.296875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+23,3000000,-16.59375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+23,4000000,-17.25,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+23,5000000,-14.84375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+23,6000000,-16.453125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+23,7000000,-15.609375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+23,8000000,-13.25,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+23,9000000,-14.5,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+23,10000000,-13.140625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,4
+24,1000000,-23.25,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+24,2000000,-23.53125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+24,3000000,-23.40625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+24,4000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+24,5000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+24,6000000,-23.953125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+24,7000000,-23.546875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+24,8000000,-23.390625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+24,9000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+24,10000000,-22.84375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,4
+25,1000000,-18.25,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+25,2000000,-16.171875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+25,3000000,-17.046875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+25,4000000,-18.671875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+25,5000000,-18.359375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+25,6000000,-21.765625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+25,7000000,-22.8125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+25,8000000,-23.015625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+25,9000000,-23.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+25,10000000,-23.453125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,4
+26,1000000,-22.53125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+26,2000000,-22.546875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+26,3000000,-23.46875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+26,4000000,-22.28125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+26,5000000,-23.015625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+26,6000000,-23.4375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+26,7000000,-22.8125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+26,8000000,-22.46875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+26,9000000,-23.921875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+26,10000000,-23.609375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,4
+27,1000000,-21.5625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
+27,2000000,-23.171875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
+27,3000000,-23.984375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
+27,4000000,-23.65625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
+27,5000000,-22.578125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
+27,6000000,-22.546875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
+27,7000000,-22.640625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
+27,8000000,-23.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
+27,9000000,-23.390625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
+27,10000000,-20.5625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,4
 28,1000000,-21.203125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
 28,2000000,-21.796875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
 28,3000000,-22.703125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
@@ -15649,56 +15649,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-21.484375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
 28,9000000,-22.875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
 28,10000000,-23.328125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
-29,1000000,-23.546875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-29,2000000,-21.59375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-29,3000000,-23.671875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-29,4000000,-23.109375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-29,5000000,-23.609375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-29,6000000,-23.65625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-29,7000000,-23.484375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-29,8000000,-23.984375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-29,9000000,-23.515625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-29,10000000,-22.78125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,4
-30,1000000,-23.546875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-30,2000000,-23.46875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-30,3000000,-24.0,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-30,4000000,-23.578125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-30,5000000,-23.796875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-30,6000000,-23.390625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-30,7000000,-23.515625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-30,8000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-30,9000000,-23.453125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-30,10000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,4
-31,1000000,-23.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-31,2000000,-23.15625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-31,3000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-31,4000000,-23.109375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-31,5000000,-22.765625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-31,6000000,-22.234375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-31,7000000,-23.4375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-31,8000000,-23.5625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-31,9000000,-22.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-31,10000000,-22.71875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,4
-32,1000000,-23.53125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-32,2000000,-23.84375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-32,3000000,-23.546875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-32,4000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-32,5000000,-23.859375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-32,6000000,-23.875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-32,7000000,-23.234375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-32,8000000,-23.046875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-32,9000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-32,10000000,-23.859375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,4
-33,1000000,-23.578125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
-33,2000000,-21.34375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
-33,3000000,-23.34375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
-33,4000000,-23.546875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
-33,5000000,-23.609375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
-33,6000000,-23.609375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
-33,7000000,-23.953125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
-33,8000000,-23.328125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
-33,9000000,-23.40625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
-33,10000000,-23.375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,4
+29,1000000,-23.546875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+29,2000000,-21.59375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+29,3000000,-23.671875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+29,4000000,-23.109375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+29,5000000,-23.609375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+29,6000000,-23.65625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+29,7000000,-23.484375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+29,8000000,-23.984375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+29,9000000,-23.515625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+29,10000000,-22.78125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,4
+30,1000000,-23.546875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+30,2000000,-23.46875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+30,3000000,-24.0,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+30,4000000,-23.578125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+30,5000000,-23.796875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+30,6000000,-23.390625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+30,7000000,-23.515625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+30,8000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+30,9000000,-23.453125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+30,10000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,4
+31,1000000,-23.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+31,2000000,-23.15625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+31,3000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+31,4000000,-23.109375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+31,5000000,-22.765625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+31,6000000,-22.234375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+31,7000000,-23.4375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+31,8000000,-23.5625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+31,9000000,-22.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+31,10000000,-22.71875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,4
+32,1000000,-23.53125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+32,2000000,-23.84375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+32,3000000,-23.546875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+32,4000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+32,5000000,-23.859375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+32,6000000,-23.875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+32,7000000,-23.234375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+32,8000000,-23.046875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+32,9000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+32,10000000,-23.859375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,4
+33,1000000,-23.578125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
+33,2000000,-21.34375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
+33,3000000,-23.34375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
+33,4000000,-23.546875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
+33,5000000,-23.609375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
+33,6000000,-23.609375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
+33,7000000,-23.953125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
+33,8000000,-23.328125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
+33,9000000,-23.40625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
+33,10000000,-23.375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,4
 34,1000000,-21.828125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
 34,2000000,-19.4375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
 34,3000000,-18.921875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
@@ -15709,96 +15709,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-17.765625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
 34,9000000,-18.34375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
 34,10000000,-19.6875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
-35,1000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-35,2000000,-22.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-35,3000000,-23.859375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-35,4000000,-23.375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-35,5000000,-23.890625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-35,6000000,-24.0,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-35,7000000,-23.578125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-35,8000000,-23.453125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-35,9000000,-23.90625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-35,10000000,-23.765625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,4
-36,1000000,-23.765625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-36,2000000,-23.390625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-36,3000000,-23.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-36,4000000,-23.375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-36,5000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-36,6000000,-23.953125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-36,7000000,-23.609375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-36,8000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-36,9000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-36,10000000,-23.390625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,4
-37,1000000,-23.390625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-37,2000000,-23.359375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-37,3000000,-22.640625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-37,4000000,-22.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-37,5000000,-22.875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-37,6000000,-23.375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-37,7000000,-23.3125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-37,8000000,-22.65625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-37,9000000,-22.875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-37,10000000,-22.65625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,4
-38,1000000,-22.625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-38,2000000,-17.875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-38,3000000,-18.515625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-38,4000000,-16.703125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-38,5000000,-18.53125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-38,6000000,-16.90625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-38,7000000,-19.21875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-38,8000000,-17.9375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-38,9000000,-16.265625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-38,10000000,-17.015625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,4
-39,1000000,-23.5625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-39,2000000,-23.421875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-39,3000000,-23.265625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-39,4000000,-23.21875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-39,5000000,-23.5,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-39,6000000,-23.265625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-39,7000000,-22.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-39,8000000,-23.453125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-39,9000000,-23.921875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-39,10000000,-23.25,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,4
-40,1000000,-19.671875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-40,2000000,-18.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-40,3000000,-18.5625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-40,4000000,-17.9375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-40,5000000,-21.0,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-40,6000000,-17.484375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-40,7000000,-17.984375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-40,8000000,-18.03125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-40,9000000,-18.828125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-40,10000000,-18.0625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,4
-41,1000000,-23.703125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-41,2000000,-21.3125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-41,3000000,-20.984375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-41,4000000,-22.28125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-41,5000000,-23.296875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-41,6000000,-23.828125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-41,7000000,-23.515625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-41,8000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-41,9000000,-23.375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-41,10000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,4
-42,1000000,-18.8125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-42,2000000,-18.609375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-42,3000000,-15.90625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-42,4000000,-16.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-42,5000000,-17.671875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-42,6000000,-18.015625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-42,7000000,-18.390625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-42,8000000,-17.3125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-42,9000000,-16.828125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-42,10000000,-17.890625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,4
-43,1000000,-23.640625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
-43,2000000,-23.546875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
-43,3000000,-23.609375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
-43,4000000,-23.96875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
-43,5000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
-43,6000000,-23.734375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
-43,7000000,-23.609375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
-43,8000000,-23.53125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
-43,9000000,-23.5625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
-43,10000000,-23.4375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,4
+35,1000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+35,2000000,-22.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+35,3000000,-23.859375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+35,4000000,-23.375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+35,5000000,-23.890625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+35,6000000,-24.0,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+35,7000000,-23.578125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+35,8000000,-23.453125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+35,9000000,-23.90625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+35,10000000,-23.765625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,4
+36,1000000,-23.765625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+36,2000000,-23.390625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+36,3000000,-23.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+36,4000000,-23.375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+36,5000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+36,6000000,-23.953125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+36,7000000,-23.609375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+36,8000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+36,9000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+36,10000000,-23.390625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,4
+37,1000000,-23.390625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+37,2000000,-23.359375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+37,3000000,-22.640625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+37,4000000,-22.859375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+37,5000000,-22.875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+37,6000000,-23.375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+37,7000000,-23.3125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+37,8000000,-22.65625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+37,9000000,-22.875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+37,10000000,-22.65625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,4
+38,1000000,-22.625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+38,2000000,-17.875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+38,3000000,-18.515625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+38,4000000,-16.703125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+38,5000000,-18.53125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+38,6000000,-16.90625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+38,7000000,-19.21875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+38,8000000,-17.9375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+38,9000000,-16.265625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+38,10000000,-17.015625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,4
+39,1000000,-23.5625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+39,2000000,-23.421875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+39,3000000,-23.265625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+39,4000000,-23.21875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+39,5000000,-23.5,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+39,6000000,-23.265625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+39,7000000,-22.53125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+39,8000000,-23.453125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+39,9000000,-23.921875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+39,10000000,-23.25,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,4
+40,1000000,-19.671875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+40,2000000,-18.140625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+40,3000000,-18.5625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+40,4000000,-17.9375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+40,5000000,-21.0,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+40,6000000,-17.484375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+40,7000000,-17.984375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+40,8000000,-18.03125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+40,9000000,-18.828125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+40,10000000,-18.0625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,4
+41,1000000,-23.703125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+41,2000000,-21.3125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+41,3000000,-20.984375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+41,4000000,-22.28125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+41,5000000,-23.296875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+41,6000000,-23.828125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+41,7000000,-23.515625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+41,8000000,-23.609375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+41,9000000,-23.375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+41,10000000,-23.921875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,4
+42,1000000,-18.8125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+42,2000000,-18.609375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+42,3000000,-15.90625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+42,4000000,-16.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+42,5000000,-17.671875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+42,6000000,-18.015625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+42,7000000,-18.390625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+42,8000000,-17.3125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+42,9000000,-16.828125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+42,10000000,-17.890625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,4
+43,1000000,-23.640625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
+43,2000000,-23.546875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
+43,3000000,-23.609375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
+43,4000000,-23.96875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
+43,5000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
+43,6000000,-23.734375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
+43,7000000,-23.609375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
+43,8000000,-23.53125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
+43,9000000,-23.5625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
+43,10000000,-23.4375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,4
 44,1000000,-23.40625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,4
 44,2000000,-21.765625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,4
 44,3000000,-23.453125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,4
@@ -15809,56 +15809,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.328125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,4
 44,9000000,-23.625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,4
 44,10000000,-23.21875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,4
-45,1000000,-23.890625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-45,2000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-45,3000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-45,4000000,-23.96875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-45,5000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-45,6000000,-23.890625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-45,7000000,-23.96875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-45,8000000,-23.890625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-45,9000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-45,10000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,4
-46,1000000,-18.46875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-46,2000000,-20.625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-46,3000000,-21.140625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-46,4000000,-19.0,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-46,5000000,-19.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-46,6000000,-19.828125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-46,7000000,-17.6875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-46,8000000,-18.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-46,9000000,-19.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-46,10000000,-17.90625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,4
-47,1000000,-23.484375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-47,2000000,-23.375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-47,3000000,-23.53125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-47,4000000,-23.828125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-47,5000000,-23.765625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-47,6000000,-23.953125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-47,7000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-47,8000000,-21.796875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-47,9000000,-21.640625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-47,10000000,-23.03125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,4
-48,1000000,-18.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-48,2000000,-20.15625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-48,3000000,-18.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-48,4000000,-18.234375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-48,5000000,-19.75,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-48,6000000,-17.734375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-48,7000000,-17.796875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-48,8000000,-16.625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-48,9000000,-17.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-48,10000000,-17.0625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,4
-49,1000000,-23.265625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
-49,2000000,-23.171875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
-49,3000000,-23.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
-49,4000000,-23.171875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
-49,5000000,-23.359375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
-49,6000000,-23.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
-49,7000000,-23.15625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
-49,8000000,-23.09375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
-49,9000000,-23.140625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
-49,10000000,-23.125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,4
+45,1000000,-23.890625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+45,2000000,-23.953125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+45,3000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+45,4000000,-23.96875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+45,5000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+45,6000000,-23.890625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+45,7000000,-23.96875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+45,8000000,-23.890625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+45,9000000,-23.90625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+45,10000000,-23.984375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,4
+46,1000000,-18.46875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+46,2000000,-20.625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+46,3000000,-21.140625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+46,4000000,-19.0,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+46,5000000,-19.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+46,6000000,-19.828125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+46,7000000,-17.6875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+46,8000000,-18.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+46,9000000,-19.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+46,10000000,-17.90625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,4
+47,1000000,-23.484375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+47,2000000,-23.375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+47,3000000,-23.53125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+47,4000000,-23.828125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+47,5000000,-23.765625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+47,6000000,-23.953125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+47,7000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+47,8000000,-21.796875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+47,9000000,-21.640625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+47,10000000,-23.03125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,4
+48,1000000,-18.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+48,2000000,-20.15625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+48,3000000,-18.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+48,4000000,-18.234375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+48,5000000,-19.75,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+48,6000000,-17.734375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+48,7000000,-17.796875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+48,8000000,-16.625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+48,9000000,-17.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+48,10000000,-17.0625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,4
+49,1000000,-23.265625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,2000000,-23.171875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,3000000,-23.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,4000000,-23.171875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,5000000,-23.359375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,6000000,-23.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,7000000,-23.15625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,8000000,-23.09375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,9000000,-23.140625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,10000000,-23.125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
 50,1000000,-23.515625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
 50,2000000,-23.5625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
 50,3000000,-23.796875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
@@ -15869,26 +15869,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-23.921875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
 50,9000000,-23.421875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
 50,10000000,-23.5,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
-51,1000000,-22.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,2000000,-23.359375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,3000000,-23.46875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,4000000,-23.484375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,5000000,-23.453125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,6000000,-23.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,7000000,-23.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,8000000,-22.953125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,9000000,-22.640625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,10000000,-23.375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-52,1000000,-15.40625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
-52,2000000,-18.046875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
-52,3000000,-18.015625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
-52,4000000,-18.53125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
-52,5000000,-17.078125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
-52,6000000,-15.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
-52,7000000,-15.046875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
-52,8000000,-13.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
-52,9000000,-13.984375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
-52,10000000,-13.515625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
+51,1000000,-22.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+51,2000000,-23.359375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+51,3000000,-23.46875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+51,4000000,-23.484375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+51,5000000,-23.453125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+51,6000000,-23.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+51,7000000,-23.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+51,8000000,-22.953125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+51,9000000,-22.640625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+51,10000000,-23.375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,4
+52,1000000,-15.40625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,2000000,-18.046875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,3000000,-18.015625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,4000000,-18.53125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,5000000,-17.078125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,6000000,-15.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,7000000,-15.046875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,8000000,-13.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,9000000,-13.984375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,10000000,-13.515625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
 53,1000000,-23.9375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,4
 53,2000000,-23.484375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,4
 53,3000000,-23.890625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,4
@@ -15909,16 +15909,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-16.109375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,4
 54,9000000,-14.859375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,4
 54,10000000,-16.78125,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,4
-55,1000000,-19.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,2000000,-17.046875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,3000000,-14.421875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,4000000,-18.578125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,5000000,-15.46875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,6000000,-18.96875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,7000000,-16.953125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,8000000,-18.8125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,9000000,-20.828125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,10000000,-18.671875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
+55,1000000,-19.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,2000000,-17.046875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,3000000,-14.421875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,4000000,-18.578125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,5000000,-15.46875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,6000000,-18.96875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,7000000,-16.953125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,8000000,-18.8125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,9000000,-20.828125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,10000000,-18.671875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
 56,1000000,-23.6875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
 56,2000000,-22.65625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
 56,3000000,-23.859375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
@@ -15929,16 +15929,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-23.671875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
 56,9000000,-22.859375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
 56,10000000,-20.90625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
-57,1000000,-23.890625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,2000000,-23.0625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,3000000,-23.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,4000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,5000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,6000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,7000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,8000000,-23.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,9000000,-23.875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,10000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
+57,1000000,-23.890625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,2000000,-23.0625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,3000000,-23.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,4000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,5000000,-23.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,6000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,7000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,8000000,-23.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,9000000,-23.875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,10000000,-23.921875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
 58,1000000,-20.78125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
 58,2000000,-21.890625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
 58,3000000,-17.9375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
@@ -15949,26 +15949,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-17.53125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
 58,9000000,-17.0,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
 58,10000000,-15.75,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
-59,1000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,2000000,-21.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,3000000,-23.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,4000000,-23.984375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,5000000,-23.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,6000000,-23.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,7000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,8000000,-23.3125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,9000000,-23.609375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,10000000,-23.515625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-60,1000000,-23.03125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,2000000,-21.578125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,3000000,-22.21875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,4000000,-22.515625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,5000000,-23.78125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,6000000,-23.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,7000000,-23.53125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,8000000,-21.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,9000000,-20.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,10000000,-22.328125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
+59,1000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,2000000,-21.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,3000000,-23.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,4000000,-23.984375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,5000000,-23.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,6000000,-23.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,7000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,8000000,-23.3125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,9000000,-23.609375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,10000000,-23.515625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+60,1000000,-23.03125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,2000000,-21.578125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,3000000,-22.21875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,4000000,-22.515625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,5000000,-23.78125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,6000000,-23.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,7000000,-23.53125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,8000000,-21.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,9000000,-20.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,10000000,-22.328125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
 61,1000000,-19.515625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
 61,2000000,-16.71875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
 61,3000000,-18.375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
@@ -15979,16 +15979,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-16.46875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
 61,9000000,-14.015625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
 61,10000000,-12.96875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
-62,1000000,-23.53125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,2000000,-22.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,3000000,-22.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,4000000,-23.09375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,5000000,-23.15625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,6000000,-21.6875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,7000000,-22.140625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,8000000,-22.859375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,9000000,-22.703125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,10000000,-22.6875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
+62,1000000,-23.53125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,2000000,-22.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,3000000,-22.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,4000000,-23.09375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,5000000,-23.15625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,6000000,-21.6875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,7000000,-22.140625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,8000000,-22.859375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,9000000,-22.703125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,10000000,-22.6875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
 63,1000000,-23.90625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
 63,2000000,-23.921875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
 63,3000000,-23.53125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
@@ -15999,16 +15999,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.9375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
 63,9000000,-23.765625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
 63,10000000,-23.953125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
-64,1000000,-16.78125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,2000000,-18.53125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,3000000,-18.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,4000000,-15.71875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,5000000,-17.890625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,6000000,-16.328125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,7000000,-16.921875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,8000000,-17.90625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,9000000,-17.109375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,10000000,-17.671875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
+64,1000000,-16.78125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,2000000,-18.53125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,3000000,-18.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,4000000,-15.71875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,5000000,-17.890625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,6000000,-16.328125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,7000000,-16.921875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,8000000,-17.90625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,9000000,-17.109375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,10000000,-17.671875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
 65,1000000,-19.859375,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,4
 65,2000000,-19.40625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,4
 65,3000000,-18.65625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,4
@@ -16029,16 +16029,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-22.640625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,4
 66,9000000,-23.5625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,4
 66,10000000,-23.71875,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,4
-67,1000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,2000000,-23.953125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,3000000,-23.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,4000000,-23.984375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,5000000,-22.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,6000000,-23.4375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,7000000,-23.84375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,8000000,-22.40625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,9000000,-23.4375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,10000000,-23.328125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
+67,1000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,2000000,-23.953125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,3000000,-23.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,4000000,-23.984375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,5000000,-22.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,6000000,-23.4375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,7000000,-23.84375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,8000000,-22.40625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,9000000,-23.4375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,10000000,-23.328125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
 68,1000000,-22.71875,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,4
 68,2000000,-22.359375,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,4
 68,3000000,-21.328125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,4
@@ -16069,46 +16069,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-23.921875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,4
 70,9000000,-23.921875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,4
 70,10000000,-23.96875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,4
-71,1000000,-20.578125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,2000000,-17.765625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,3000000,-19.21875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,4000000,-20.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,5000000,-17.84375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,6000000,-17.8125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,7000000,-18.828125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,8000000,-17.359375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,9000000,-16.46875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,10000000,-17.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-72,1000000,-23.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,2000000,-23.46875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,3000000,-23.875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,4000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,5000000,-23.359375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,6000000,-23.96875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,7000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,8000000,-23.984375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,9000000,-23.921875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,10000000,-23.609375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-73,1000000,-23.328125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,2000000,-23.234375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,3000000,-23.296875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,4000000,-23.21875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,5000000,-23.265625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,6000000,-23.40625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,7000000,-23.421875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,8000000,-23.3125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,9000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,10000000,-23.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-74,1000000,-23.734375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,2000000,-20.046875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,3000000,-21.25,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,4000000,-21.0625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,5000000,-22.640625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,6000000,-22.15625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,7000000,-21.28125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,8000000,-23.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,9000000,-22.203125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,10000000,-23.625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
+71,1000000,-20.578125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,2000000,-17.765625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,3000000,-19.21875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,4000000,-20.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,5000000,-17.84375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,6000000,-17.8125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,7000000,-18.828125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,8000000,-17.359375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,9000000,-16.46875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,10000000,-17.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+72,1000000,-23.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,2000000,-23.46875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,3000000,-23.875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,4000000,-23.453125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,5000000,-23.359375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,6000000,-23.96875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,7000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,8000000,-23.984375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,9000000,-23.921875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,10000000,-23.609375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+73,1000000,-23.328125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,2000000,-23.234375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,3000000,-23.296875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,4000000,-23.21875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,5000000,-23.265625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,6000000,-23.40625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,7000000,-23.421875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,8000000,-23.3125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,9000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,10000000,-23.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+74,1000000,-23.734375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,2000000,-20.046875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,3000000,-21.25,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,4000000,-21.0625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,5000000,-22.640625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,6000000,-22.15625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,7000000,-21.28125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,8000000,-23.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,9000000,-22.203125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,10000000,-23.625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
 75,1000000,-23.453125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,4
 75,2000000,-23.96875,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,4
 75,3000000,-23.90625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,4
@@ -16129,56 +16129,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-22.421875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,4
 76,9000000,-20.9375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,4
 76,10000000,-21.34375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,4
-77,1000000,-23.9375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,2000000,-23.984375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,3000000,-23.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,4000000,-23.0,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,5000000,-23.875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,6000000,-23.421875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,7000000,-23.953125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,8000000,-23.46875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,9000000,-23.890625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,10000000,-23.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-78,1000000,-18.140625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,2000000,-18.53125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,3000000,-17.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,4000000,-17.84375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,5000000,-17.8125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,6000000,-18.09375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,7000000,-17.53125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,8000000,-17.609375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,9000000,-17.515625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,10000000,-16.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-79,1000000,-19.6875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,2000000,-18.65625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,3000000,-17.875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,4000000,-16.203125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,5000000,-16.453125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,6000000,-16.828125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,7000000,-17.21875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,8000000,-16.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,9000000,-17.21875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,10000000,-16.296875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-80,1000000,-23.0625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-80,2000000,-23.8125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-80,3000000,-21.65625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-80,4000000,-23.578125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-80,5000000,-22.578125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-80,6000000,-23.484375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-80,7000000,-23.359375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-80,8000000,-22.015625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-80,9000000,-23.921875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-80,10000000,-23.703125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
-81,1000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
-81,2000000,-23.390625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
-81,3000000,-21.671875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
-81,4000000,-23.625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
-81,5000000,-22.734375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
-81,6000000,-23.625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
-81,7000000,-23.609375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
-81,8000000,-23.09375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
-81,9000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
-81,10000000,-23.890625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,4
+77,1000000,-23.9375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+77,2000000,-23.984375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+77,3000000,-23.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+77,4000000,-23.0,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+77,5000000,-23.875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+77,6000000,-23.421875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+77,7000000,-23.953125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+77,8000000,-23.46875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+77,9000000,-23.890625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+77,10000000,-23.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,4
+78,1000000,-18.140625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+78,2000000,-18.53125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+78,3000000,-17.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+78,4000000,-17.84375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+78,5000000,-17.8125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+78,6000000,-18.09375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+78,7000000,-17.53125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+78,8000000,-17.609375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+78,9000000,-17.515625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+78,10000000,-16.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,4
+79,1000000,-19.6875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+79,2000000,-18.65625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+79,3000000,-17.875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+79,4000000,-16.203125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+79,5000000,-16.453125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+79,6000000,-16.828125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+79,7000000,-17.21875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+79,8000000,-16.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+79,9000000,-17.21875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+79,10000000,-16.296875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,4
+80,1000000,-23.0625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+80,2000000,-23.8125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+80,3000000,-21.65625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+80,4000000,-23.578125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+80,5000000,-22.578125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+80,6000000,-23.484375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+80,7000000,-23.359375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+80,8000000,-22.015625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+80,9000000,-23.921875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+80,10000000,-23.703125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,4
+81,1000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
+81,2000000,-23.390625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
+81,3000000,-21.671875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
+81,4000000,-23.625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
+81,5000000,-22.734375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
+81,6000000,-23.625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
+81,7000000,-23.609375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
+81,8000000,-23.09375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
+81,9000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
+81,10000000,-23.890625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
 82,1000000,-17.03125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
 82,2000000,-17.75,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
 82,3000000,-17.765625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
@@ -16189,46 +16189,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-14.140625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
 82,9000000,-13.015625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
 82,10000000,-13.375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
-83,1000000,-23.953125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-83,2000000,-23.953125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-83,3000000,-24.0,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-83,4000000,-23.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-83,5000000,-23.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-83,6000000,-24.0,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-83,7000000,-24.0,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-83,8000000,-23.9375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-83,9000000,-23.6875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-83,10000000,-23.328125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,4
-84,1000000,-20.625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-84,2000000,-22.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-84,3000000,-19.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-84,4000000,-17.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-84,5000000,-18.265625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-84,6000000,-18.484375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-84,7000000,-17.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-84,8000000,-17.84375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-84,9000000,-16.34375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-84,10000000,-16.09375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,4
-85,1000000,-23.328125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-85,2000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-85,3000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-85,4000000,-23.484375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-85,5000000,-23.296875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-85,6000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-85,7000000,-23.390625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-85,8000000,-23.0625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-85,9000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-85,10000000,-22.875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,4
-86,1000000,-19.078125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
-86,2000000,-19.34375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
-86,3000000,-18.578125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
-86,4000000,-14.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
-86,5000000,-16.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
-86,6000000,-14.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
-86,7000000,-13.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
-86,8000000,-15.5,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
-86,9000000,-15.234375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
-86,10000000,-14.296875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,4
+83,1000000,-23.953125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+83,2000000,-23.953125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+83,3000000,-24.0,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+83,4000000,-23.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+83,5000000,-23.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+83,6000000,-24.0,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+83,7000000,-24.0,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+83,8000000,-23.9375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+83,9000000,-23.6875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+83,10000000,-23.328125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,4
+84,1000000,-20.625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+84,2000000,-22.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+84,3000000,-19.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+84,4000000,-17.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+84,5000000,-18.265625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+84,6000000,-18.484375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+84,7000000,-17.390625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+84,8000000,-17.84375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+84,9000000,-16.34375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+84,10000000,-16.09375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,4
+85,1000000,-23.328125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+85,2000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+85,3000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+85,4000000,-23.484375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+85,5000000,-23.296875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+85,6000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+85,7000000,-23.390625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+85,8000000,-23.0625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+85,9000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+85,10000000,-22.875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,4
+86,1000000,-19.078125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,2000000,-19.34375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,3000000,-18.578125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,4000000,-14.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,5000000,-16.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,6000000,-14.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,7000000,-13.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,8000000,-15.5,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,9000000,-15.234375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,10000000,-14.296875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
 87,1000000,-22.796875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
 87,2000000,-20.21875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
 87,3000000,-22.171875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
@@ -16239,16 +16239,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-23.203125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
 87,9000000,-23.671875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
 87,10000000,-23.25,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
-88,1000000,-23.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,2000000,-23.53125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,3000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,4000000,-23.890625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,5000000,-23.234375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,6000000,-23.453125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,7000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,8000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,9000000,-23.578125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,10000000,-23.828125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
+88,1000000,-23.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,2000000,-23.53125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,3000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,4000000,-23.890625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,5000000,-23.234375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,6000000,-23.453125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,7000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,8000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,9000000,-23.578125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,10000000,-23.828125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
 89,1000000,-19.234375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
 89,2000000,-20.328125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
 89,3000000,-18.984375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
@@ -16259,36 +16259,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-22.6875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
 89,9000000,-23.84375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
 89,10000000,-23.28125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
-90,1000000,-22.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,2000000,-23.21875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,3000000,-23.09375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,4000000,-22.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,5000000,-23.03125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,6000000,-22.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,7000000,-22.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,8000000,-22.9375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,9000000,-23.125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,10000000,-23.421875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-91,1000000,-20.46875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,2000000,-18.828125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,3000000,-18.265625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,4000000,-19.078125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,5000000,-18.609375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,6000000,-18.9375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,7000000,-18.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,8000000,-18.0625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,9000000,-18.890625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,10000000,-19.421875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-92,1000000,-22.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,2000000,-22.296875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,3000000,-22.484375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,4000000,-23.96875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,5000000,-23.609375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,6000000,-23.296875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,7000000,-23.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,8000000,-23.515625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,9000000,-23.71875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,10000000,-23.875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
+90,1000000,-22.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+90,2000000,-23.21875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+90,3000000,-23.09375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+90,4000000,-22.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+90,5000000,-23.03125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+90,6000000,-22.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+90,7000000,-22.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+90,8000000,-22.9375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+90,9000000,-23.125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+90,10000000,-23.421875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
+91,1000000,-20.46875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,2000000,-18.828125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,3000000,-18.265625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,4000000,-19.078125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,5000000,-18.609375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,6000000,-18.9375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,7000000,-18.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,8000000,-18.0625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,9000000,-18.890625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,10000000,-19.421875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+92,1000000,-22.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,2000000,-22.296875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,3000000,-22.484375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,4000000,-23.96875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,5000000,-23.609375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,6000000,-23.296875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,7000000,-23.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,8000000,-23.515625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,9000000,-23.71875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,10000000,-23.875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
 93,1000000,-23.90625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
 93,2000000,-23.640625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
 93,3000000,-23.578125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
@@ -16299,36 +16299,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-23.296875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
 93,9000000,-23.390625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
 93,10000000,-23.375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
-94,1000000,-23.359375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,2000000,-23.515625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,3000000,-23.484375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,4000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,5000000,-22.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,6000000,-23.984375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,7000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,8000000,-23.453125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,9000000,-23.515625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,10000000,-23.609375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-95,1000000,-19.4375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,2000000,-19.328125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,3000000,-18.953125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,4000000,-19.734375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,5000000,-17.96875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,6000000,-17.375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,7000000,-17.28125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,8000000,-17.328125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,9000000,-18.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,10000000,-18.640625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-96,1000000,-22.46875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,2000000,-23.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,3000000,-20.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,4000000,-21.0625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,5000000,-23.71875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,6000000,-23.6875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,7000000,-23.5625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,8000000,-21.5625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,9000000,-22.34375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,10000000,-23.109375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
+94,1000000,-23.359375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,2000000,-23.515625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,3000000,-23.484375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,4000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,5000000,-22.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,6000000,-23.984375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,7000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,8000000,-23.453125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,9000000,-23.515625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,10000000,-23.609375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+95,1000000,-19.4375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,2000000,-19.328125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,3000000,-18.953125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,4000000,-19.734375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,5000000,-17.96875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,6000000,-17.375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,7000000,-17.28125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,8000000,-17.328125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,9000000,-18.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,10000000,-18.640625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+96,1000000,-22.46875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,2000000,-23.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,3000000,-20.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,4000000,-21.0625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,5000000,-23.71875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,6000000,-23.6875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,7000000,-23.5625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,8000000,-21.5625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,9000000,-22.34375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,10000000,-23.109375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
 97,1000000,-22.84375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,4
 97,2000000,-23.984375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,4
 97,3000000,-23.953125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,4
@@ -16349,36 +16349,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-23.859375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,4
 98,9000000,-23.828125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,4
 98,10000000,-23.015625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,4
-99,1000000,-22.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,2000000,-17.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,3000000,-17.484375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,4000000,-15.796875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,5000000,-17.390625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,6000000,-16.296875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,7000000,-16.28125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,8000000,-17.578125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,9000000,-17.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,10000000,-15.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-100,1000000,-23.40625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,2000000,-23.203125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,3000000,-23.546875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,4000000,-23.28125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,5000000,-23.515625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,6000000,-23.703125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,7000000,-23.734375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,8000000,-23.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,9000000,-23.8125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,10000000,-23.578125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-101,1000000,-17.859375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,2000000,-17.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,3000000,-14.734375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,4000000,-18.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,5000000,-16.09375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,6000000,-14.40625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,7000000,-12.234375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,8000000,-15.078125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,9000000,-15.21875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,10000000,-15.5,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
+99,1000000,-22.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,2000000,-17.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,3000000,-17.484375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,4000000,-15.796875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,5000000,-17.390625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,6000000,-16.296875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,7000000,-16.28125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,8000000,-17.578125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,9000000,-17.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,10000000,-15.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+100,1000000,-23.40625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,2000000,-23.203125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,3000000,-23.546875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,4000000,-23.28125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,5000000,-23.515625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,6000000,-23.703125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,7000000,-23.734375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,8000000,-23.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,9000000,-23.8125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,10000000,-23.578125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+101,1000000,-17.859375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,2000000,-17.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,3000000,-14.734375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,4000000,-18.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,5000000,-16.09375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,6000000,-14.40625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,7000000,-12.234375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,8000000,-15.078125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,9000000,-15.21875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,10000000,-15.5,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
 102,1000000,-18.234375,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,4
 102,2000000,-16.9375,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,4
 102,3000000,-17.6875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,4
@@ -16409,56 +16409,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-22.046875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,4
 104,9000000,-22.28125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,4
 104,10000000,-22.890625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,4
-105,1000000,-23.859375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,2000000,-23.4375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,3000000,-23.8125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,4000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,5000000,-23.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,6000000,-23.484375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,7000000,-23.375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,8000000,-23.828125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,9000000,-23.640625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,10000000,-23.5,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-106,1000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,2000000,-23.90625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,3000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,4000000,-23.9375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,5000000,-23.90625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,6000000,-23.875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,7000000,-23.65625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,8000000,-23.9375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,9000000,-23.90625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,10000000,-23.9375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-107,1000000,-19.640625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,2000000,-20.0,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,3000000,-19.296875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,4000000,-18.75,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,5000000,-18.34375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,6000000,-19.390625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,7000000,-19.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,8000000,-18.984375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,9000000,-18.453125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,10000000,-18.953125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-108,1000000,-23.875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,2000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,3000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,4000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,5000000,-23.53125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,6000000,-23.40625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,7000000,-23.3125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,8000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,9000000,-23.390625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,10000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-109,1000000,-23.28125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
-109,2000000,-21.0625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
-109,3000000,-24.0,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
-109,4000000,-21.859375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
-109,5000000,-23.234375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
-109,6000000,-23.046875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
-109,7000000,-23.640625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
-109,8000000,-22.703125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
-109,9000000,-23.609375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
-109,10000000,-23.453125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,4
+105,1000000,-23.859375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+105,2000000,-23.4375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+105,3000000,-23.8125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+105,4000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+105,5000000,-23.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+105,6000000,-23.484375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+105,7000000,-23.375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+105,8000000,-23.828125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+105,9000000,-23.640625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+105,10000000,-23.5,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,4
+106,1000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+106,2000000,-23.90625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+106,3000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+106,4000000,-23.9375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+106,5000000,-23.90625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+106,6000000,-23.875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+106,7000000,-23.65625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+106,8000000,-23.9375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+106,9000000,-23.90625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+106,10000000,-23.9375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,4
+107,1000000,-19.640625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+107,2000000,-20.0,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+107,3000000,-19.296875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+107,4000000,-18.75,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+107,5000000,-18.34375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+107,6000000,-19.390625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+107,7000000,-19.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+107,8000000,-18.984375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+107,9000000,-18.453125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+107,10000000,-18.953125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,4
+108,1000000,-23.875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+108,2000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+108,3000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+108,4000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+108,5000000,-23.53125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+108,6000000,-23.40625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+108,7000000,-23.3125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+108,8000000,-23.5,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+108,9000000,-23.390625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+108,10000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,4
+109,1000000,-23.28125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
+109,2000000,-21.0625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
+109,3000000,-24.0,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
+109,4000000,-21.859375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
+109,5000000,-23.234375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
+109,6000000,-23.046875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
+109,7000000,-23.640625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
+109,8000000,-22.703125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
+109,9000000,-23.609375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
+109,10000000,-23.453125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
 110,1000000,-23.953125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,4
 110,2000000,-23.453125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,4
 110,3000000,-23.53125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,4
@@ -16479,36 +16479,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.578125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,4
 111,9000000,-23.53125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,4
 111,10000000,-23.421875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,4
-112,1000000,-16.921875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,2000000,-18.03125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,3000000,-19.875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,4000000,-20.859375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,5000000,-21.828125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,6000000,-23.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,7000000,-23.328125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,8000000,-22.015625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,9000000,-22.9375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,10000000,-22.40625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-113,1000000,-23.5,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-113,2000000,-23.984375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-113,3000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-113,4000000,-23.4375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-113,5000000,-23.546875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-113,6000000,-23.546875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-113,7000000,-23.203125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-113,8000000,-23.171875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-113,9000000,-23.421875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-113,10000000,-23.375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,4
-114,1000000,-23.640625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
-114,2000000,-23.40625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
-114,3000000,-23.40625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
-114,4000000,-22.796875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
-114,5000000,-23.5625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
-114,6000000,-23.390625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
-114,7000000,-23.625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
-114,8000000,-22.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
-114,9000000,-23.328125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
-114,10000000,-23.015625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,4
+112,1000000,-16.921875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+112,2000000,-18.03125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+112,3000000,-19.875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+112,4000000,-20.859375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+112,5000000,-21.828125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+112,6000000,-23.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+112,7000000,-23.328125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+112,8000000,-22.015625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+112,9000000,-22.9375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+112,10000000,-22.40625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,4
+113,1000000,-23.5,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+113,2000000,-23.984375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+113,3000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+113,4000000,-23.4375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+113,5000000,-23.546875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+113,6000000,-23.546875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+113,7000000,-23.203125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+113,8000000,-23.171875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+113,9000000,-23.421875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+113,10000000,-23.375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,4
+114,1000000,-23.640625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
+114,2000000,-23.40625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
+114,3000000,-23.40625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
+114,4000000,-22.796875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
+114,5000000,-23.5625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
+114,6000000,-23.390625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
+114,7000000,-23.625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
+114,8000000,-22.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
+114,9000000,-23.328125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
+114,10000000,-23.015625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
 115,1000000,-23.890625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
 115,2000000,-23.84375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
 115,3000000,-23.375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
@@ -16519,26 +16519,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-21.703125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
 115,9000000,-23.328125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
 115,10000000,-23.546875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
-116,1000000,-23.484375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,2000000,-23.421875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,3000000,-23.4375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,4000000,-23.625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,5000000,-23.0625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,6000000,-23.328125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,7000000,-23.34375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,8000000,-23.421875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,9000000,-23.421875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,10000000,-23.453125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-117,1000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
-117,2000000,-23.25,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
-117,3000000,-23.3125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
-117,4000000,-23.75,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
-117,5000000,-23.8125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
-117,6000000,-23.46875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
-117,7000000,-23.6875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
-117,8000000,-23.671875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
-117,9000000,-23.578125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
-117,10000000,-23.734375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,4
+116,1000000,-23.484375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+116,2000000,-23.421875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+116,3000000,-23.4375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+116,4000000,-23.625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+116,5000000,-23.0625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+116,6000000,-23.328125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+116,7000000,-23.34375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+116,8000000,-23.421875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+116,9000000,-23.421875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+116,10000000,-23.453125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,4
+117,1000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
+117,2000000,-23.25,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
+117,3000000,-23.3125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
+117,4000000,-23.75,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
+117,5000000,-23.8125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
+117,6000000,-23.46875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
+117,7000000,-23.6875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
+117,8000000,-23.671875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
+117,9000000,-23.578125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
+117,10000000,-23.734375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
 118,1000000,-20.109375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
 118,2000000,-20.828125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
 118,3000000,-19.75,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
@@ -16549,56 +16549,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-18.421875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
 118,9000000,-18.578125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
 118,10000000,-18.625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
-119,1000000,-22.140625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,2000000,-21.859375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,3000000,-21.71875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,4000000,-23.84375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,5000000,-22.75,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,6000000,-23.03125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,7000000,-23.4375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,8000000,-23.96875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,9000000,-23.984375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,10000000,-23.546875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-120,1000000,-22.859375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-120,2000000,-23.921875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-120,3000000,-21.515625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-120,4000000,-22.203125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-120,5000000,-20.6875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-120,6000000,-20.953125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-120,7000000,-21.921875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-120,8000000,-23.484375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-120,9000000,-20.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-120,10000000,-21.671875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,4
-121,1000000,-21.734375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-121,2000000,-23.21875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-121,3000000,-22.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-121,4000000,-22.875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-121,5000000,-23.21875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-121,6000000,-23.265625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-121,7000000,-23.59375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-121,8000000,-23.890625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-121,9000000,-23.5,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-121,10000000,-23.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,4
-122,1000000,-22.890625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-122,2000000,-22.953125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-122,3000000,-21.3125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-122,4000000,-23.5625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-122,5000000,-23.15625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-122,6000000,-22.734375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-122,7000000,-22.453125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-122,8000000,-22.4375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-122,9000000,-22.890625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-122,10000000,-22.140625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,4
-123,1000000,-19.421875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
-123,2000000,-18.78125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
-123,3000000,-19.09375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
-123,4000000,-19.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
-123,5000000,-18.953125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
-123,6000000,-18.6875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
-123,7000000,-18.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
-123,8000000,-18.796875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
-123,9000000,-19.25,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
-123,10000000,-18.53125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,4
+119,1000000,-22.140625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+119,2000000,-21.859375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+119,3000000,-21.71875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+119,4000000,-23.84375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+119,5000000,-22.75,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+119,6000000,-23.03125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+119,7000000,-23.4375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+119,8000000,-23.96875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+119,9000000,-23.984375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+119,10000000,-23.546875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,4
+120,1000000,-22.859375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+120,2000000,-23.921875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+120,3000000,-21.515625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+120,4000000,-22.203125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+120,5000000,-20.6875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+120,6000000,-20.953125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+120,7000000,-21.921875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+120,8000000,-23.484375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+120,9000000,-20.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+120,10000000,-21.671875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,4
+121,1000000,-21.734375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+121,2000000,-23.21875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+121,3000000,-22.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+121,4000000,-22.875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+121,5000000,-23.21875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+121,6000000,-23.265625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+121,7000000,-23.59375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+121,8000000,-23.890625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+121,9000000,-23.5,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+121,10000000,-23.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,4
+122,1000000,-22.890625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+122,2000000,-22.953125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+122,3000000,-21.3125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+122,4000000,-23.5625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+122,5000000,-23.15625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+122,6000000,-22.734375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+122,7000000,-22.453125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+122,8000000,-22.4375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+122,9000000,-22.890625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+122,10000000,-22.140625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,4
+123,1000000,-19.421875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
+123,2000000,-18.78125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
+123,3000000,-19.09375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
+123,4000000,-19.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
+123,5000000,-18.953125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
+123,6000000,-18.6875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
+123,7000000,-18.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
+123,8000000,-18.796875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
+123,9000000,-19.25,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
+123,10000000,-18.53125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,4
 124,1000000,-18.65625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
 124,2000000,-19.578125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
 124,3000000,-20.140625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
@@ -16609,136 +16609,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-16.53125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
 124,9000000,-21.421875,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
 124,10000000,-20.28125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
-125,1000000,-23.09375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-125,2000000,-23.09375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-125,3000000,-23.078125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-125,4000000,-23.015625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-125,5000000,-23.140625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-125,6000000,-23.15625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-125,7000000,-23.265625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-125,8000000,-23.140625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-125,9000000,-23.234375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-125,10000000,-23.125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,4
-126,1000000,-23.0625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-126,2000000,-23.40625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-126,3000000,-23.53125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-126,4000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-126,5000000,-23.515625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-126,6000000,-23.53125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-126,7000000,-23.453125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-126,8000000,-23.484375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-126,9000000,-23.4375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-126,10000000,-23.5625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,4
-127,1000000,-23.28125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-127,2000000,-23.078125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-127,3000000,-23.296875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-127,4000000,-23.90625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-127,5000000,-23.65625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-127,6000000,-22.625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-127,7000000,-22.4375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-127,8000000,-23.25,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-127,9000000,-23.453125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-127,10000000,-23.46875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,4
-128,1000000,-23.46875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-128,2000000,-23.734375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-128,3000000,-22.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-128,4000000,-23.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-128,5000000,-23.59375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-128,6000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-128,7000000,-23.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-128,8000000,-23.625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-128,9000000,-23.890625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-128,10000000,-23.890625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,4
-129,1000000,-23.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-129,2000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-129,3000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-129,4000000,-23.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-129,5000000,-23.84375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-129,6000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-129,7000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-129,8000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-129,9000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-129,10000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,4
-130,1000000,-22.953125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-130,2000000,-22.265625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-130,3000000,-21.71875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-130,4000000,-23.015625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-130,5000000,-22.53125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-130,6000000,-22.9375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-130,7000000,-21.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-130,8000000,-23.3125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-130,9000000,-23.421875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-130,10000000,-23.21875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,4
-131,1000000,-21.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-131,2000000,-21.25,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-131,3000000,-22.8125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-131,4000000,-22.796875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-131,5000000,-23.15625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-131,6000000,-22.125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-131,7000000,-22.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-131,8000000,-23.265625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-131,9000000,-23.328125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-131,10000000,-23.03125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,4
-132,1000000,-22.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-132,2000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-132,3000000,-23.046875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-132,4000000,-23.0625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-132,5000000,-23.0625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-132,6000000,-22.765625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-132,7000000,-22.96875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-132,8000000,-22.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-132,9000000,-23.03125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-132,10000000,-23.125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,4
-133,1000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-133,2000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-133,3000000,-23.984375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-133,4000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-133,5000000,-23.859375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-133,6000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-133,7000000,-23.78125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-133,8000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-133,9000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-133,10000000,-23.828125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,4
-134,1000000,-23.6875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-134,2000000,-22.3125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-134,3000000,-23.90625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-134,4000000,-23.3125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-134,5000000,-21.6875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-134,6000000,-23.546875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-134,7000000,-22.609375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-134,8000000,-19.015625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-134,9000000,-23.484375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-134,10000000,-23.796875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,4
-135,1000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-135,2000000,-23.390625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-135,3000000,-23.359375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-135,4000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-135,5000000,-23.75,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-135,6000000,-22.59375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-135,7000000,-23.28125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-135,8000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-135,9000000,-23.171875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-135,10000000,-23.84375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,4
-136,1000000,-23.875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-136,2000000,-23.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-136,3000000,-23.953125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-136,4000000,-23.96875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-136,5000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-136,6000000,-23.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-136,7000000,-23.890625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-136,8000000,-23.875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-136,9000000,-23.765625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-136,10000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,4
-137,1000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
-137,2000000,-20.0625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
-137,3000000,-23.984375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
-137,4000000,-23.78125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
-137,5000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
-137,6000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
-137,7000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
-137,8000000,-23.5,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
-137,9000000,-23.890625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
-137,10000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,4
+125,1000000,-23.09375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+125,2000000,-23.09375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+125,3000000,-23.078125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+125,4000000,-23.015625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+125,5000000,-23.140625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+125,6000000,-23.15625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+125,7000000,-23.265625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+125,8000000,-23.140625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+125,9000000,-23.234375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+125,10000000,-23.125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,4
+126,1000000,-23.0625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+126,2000000,-23.40625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+126,3000000,-23.53125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+126,4000000,-23.46875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+126,5000000,-23.515625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+126,6000000,-23.53125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+126,7000000,-23.453125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+126,8000000,-23.484375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+126,9000000,-23.4375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+126,10000000,-23.5625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,4
+127,1000000,-23.28125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+127,2000000,-23.078125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+127,3000000,-23.296875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+127,4000000,-23.90625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+127,5000000,-23.65625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+127,6000000,-22.625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+127,7000000,-22.4375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+127,8000000,-23.25,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+127,9000000,-23.453125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+127,10000000,-23.46875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,4
+128,1000000,-23.46875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+128,2000000,-23.734375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+128,3000000,-22.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+128,4000000,-23.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+128,5000000,-23.59375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+128,6000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+128,7000000,-23.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+128,8000000,-23.625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+128,9000000,-23.890625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+128,10000000,-23.890625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,4
+129,1000000,-23.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+129,2000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+129,3000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+129,4000000,-23.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+129,5000000,-23.84375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+129,6000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+129,7000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+129,8000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+129,9000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+129,10000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,4
+130,1000000,-22.953125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+130,2000000,-22.265625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+130,3000000,-21.71875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+130,4000000,-23.015625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+130,5000000,-22.53125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+130,6000000,-22.9375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+130,7000000,-21.90625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+130,8000000,-23.3125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+130,9000000,-23.421875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+130,10000000,-23.21875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,4
+131,1000000,-21.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+131,2000000,-21.25,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+131,3000000,-22.8125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+131,4000000,-22.796875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+131,5000000,-23.15625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+131,6000000,-22.125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+131,7000000,-22.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+131,8000000,-23.265625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+131,9000000,-23.328125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+131,10000000,-23.03125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,4
+132,1000000,-22.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+132,2000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+132,3000000,-23.046875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+132,4000000,-23.0625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+132,5000000,-23.0625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+132,6000000,-22.765625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+132,7000000,-22.96875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+132,8000000,-22.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+132,9000000,-23.03125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+132,10000000,-23.125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,4
+133,1000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+133,2000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+133,3000000,-23.984375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+133,4000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+133,5000000,-23.859375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+133,6000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+133,7000000,-23.78125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+133,8000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+133,9000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+133,10000000,-23.828125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,4
+134,1000000,-23.6875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+134,2000000,-22.3125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+134,3000000,-23.90625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+134,4000000,-23.3125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+134,5000000,-21.6875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+134,6000000,-23.546875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+134,7000000,-22.609375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+134,8000000,-19.015625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+134,9000000,-23.484375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+134,10000000,-23.796875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,4
+135,1000000,-23.484375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+135,2000000,-23.390625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+135,3000000,-23.359375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+135,4000000,-23.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+135,5000000,-23.75,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+135,6000000,-22.59375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+135,7000000,-23.28125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+135,8000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+135,9000000,-23.171875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+135,10000000,-23.84375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,4
+136,1000000,-23.875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+136,2000000,-23.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+136,3000000,-23.953125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+136,4000000,-23.96875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+136,5000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+136,6000000,-23.921875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+136,7000000,-23.890625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+136,8000000,-23.875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+136,9000000,-23.765625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+136,10000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,4
+137,1000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
+137,2000000,-20.0625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
+137,3000000,-23.984375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
+137,4000000,-23.78125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
+137,5000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
+137,6000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
+137,7000000,-23.96875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
+137,8000000,-23.5,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
+137,9000000,-23.890625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
+137,10000000,-23.53125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,4
 138,1000000,-20.203125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
 138,2000000,-23.421875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
 138,3000000,-20.375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
@@ -16749,56 +16749,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-21.828125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
 138,9000000,-23.390625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
 138,10000000,-23.96875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
-139,1000000,-22.390625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-139,2000000,-22.03125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-139,3000000,-22.484375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-139,4000000,-21.859375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-139,5000000,-23.578125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-139,6000000,-23.015625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-139,7000000,-22.671875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-139,8000000,-22.09375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-139,9000000,-21.3125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-139,10000000,-20.984375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,4
-140,1000000,-19.03125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-140,2000000,-16.53125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-140,3000000,-18.03125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-140,4000000,-16.796875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-140,5000000,-16.515625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-140,6000000,-16.984375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-140,7000000,-12.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-140,8000000,-13.515625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-140,9000000,-15.703125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-140,10000000,-14.109375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,4
-141,1000000,-18.3125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-141,2000000,-18.578125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-141,3000000,-18.21875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-141,4000000,-17.125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-141,5000000,-18.1875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-141,6000000,-18.75,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-141,7000000,-17.4375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-141,8000000,-17.46875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-141,9000000,-17.84375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-141,10000000,-17.640625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,4
-142,1000000,-22.203125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-142,2000000,-18.921875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-142,3000000,-19.75,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-142,4000000,-20.375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-142,5000000,-17.09375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-142,6000000,-15.453125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-142,7000000,-17.40625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-142,8000000,-12.75,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-142,9000000,-13.234375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-142,10000000,-10.765625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,4
-143,1000000,-23.59375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
-143,2000000,-23.5625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
-143,3000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
-143,4000000,-23.453125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
-143,5000000,-23.53125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
-143,6000000,-23.453125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
-143,7000000,-23.890625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
-143,8000000,-23.3125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
-143,9000000,-23.5625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
-143,10000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,4
+139,1000000,-22.390625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+139,2000000,-22.03125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+139,3000000,-22.484375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+139,4000000,-21.859375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+139,5000000,-23.578125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+139,6000000,-23.015625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+139,7000000,-22.671875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+139,8000000,-22.09375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+139,9000000,-21.3125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+139,10000000,-20.984375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,4
+140,1000000,-19.03125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+140,2000000,-16.53125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+140,3000000,-18.03125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+140,4000000,-16.796875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+140,5000000,-16.515625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+140,6000000,-16.984375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+140,7000000,-12.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+140,8000000,-13.515625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+140,9000000,-15.703125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+140,10000000,-14.109375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,4
+141,1000000,-18.3125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+141,2000000,-18.578125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+141,3000000,-18.21875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+141,4000000,-17.125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+141,5000000,-18.1875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+141,6000000,-18.75,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+141,7000000,-17.4375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+141,8000000,-17.46875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+141,9000000,-17.84375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+141,10000000,-17.640625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,4
+142,1000000,-22.203125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+142,2000000,-18.921875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+142,3000000,-19.75,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+142,4000000,-20.375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+142,5000000,-17.09375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+142,6000000,-15.453125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+142,7000000,-17.40625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+142,8000000,-12.75,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+142,9000000,-13.234375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+142,10000000,-10.765625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,4
+143,1000000,-23.59375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
+143,2000000,-23.5625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
+143,3000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
+143,4000000,-23.453125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
+143,5000000,-23.53125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
+143,6000000,-23.453125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
+143,7000000,-23.890625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
+143,8000000,-23.3125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
+143,9000000,-23.5625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
+143,10000000,-23.921875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,4
 144,1000000,-22.6875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,4
 144,2000000,-20.484375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,4
 144,3000000,-19.625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,4
@@ -16809,36 +16809,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-22.609375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,4
 144,9000000,-23.140625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,4
 144,10000000,-23.421875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,4
-145,1000000,-23.484375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-145,2000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-145,3000000,-23.390625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-145,4000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-145,5000000,-23.484375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-145,6000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-145,7000000,-23.3125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-145,8000000,-23.234375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-145,9000000,-23.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-145,10000000,-23.59375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,4
-146,1000000,-23.453125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-146,2000000,-23.515625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-146,3000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-146,4000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-146,5000000,-23.359375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-146,6000000,-23.390625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-146,7000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-146,8000000,-23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-146,9000000,-23.484375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-146,10000000,-23.34375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,4
-147,1000000,-23.578125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
-147,2000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
-147,3000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
-147,4000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
-147,5000000,-23.953125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
-147,6000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
-147,7000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
-147,8000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
-147,9000000,-23.796875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
-147,10000000,-23.71875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,4
+145,1000000,-23.484375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+145,2000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+145,3000000,-23.390625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+145,4000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+145,5000000,-23.484375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+145,6000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+145,7000000,-23.3125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+145,8000000,-23.234375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+145,9000000,-23.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+145,10000000,-23.59375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,4
+146,1000000,-23.453125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+146,2000000,-23.515625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+146,3000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+146,4000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+146,5000000,-23.359375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+146,6000000,-23.390625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+146,7000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+146,8000000,-23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+146,9000000,-23.484375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+146,10000000,-23.34375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,4
+147,1000000,-23.578125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,2000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,3000000,-23.609375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,4000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,5000000,-23.953125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,6000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,7000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,8000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,9000000,-23.796875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,10000000,-23.71875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
 148,1000000,-22.984375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
 148,2000000,-23.796875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
 148,3000000,-21.8125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
@@ -16849,16 +16849,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-23.890625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
 148,9000000,-23.34375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
 148,10000000,-23.171875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
-149,1000000,-18.3125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,2000000,-19.140625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,3000000,-18.265625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,4000000,-18.890625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,5000000,-17.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,6000000,-17.6875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,7000000,-17.375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,8000000,-17.40625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,9000000,-17.609375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,10000000,-17.09375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
+149,1000000,-18.3125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,2000000,-19.140625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,3000000,-18.265625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,4000000,-18.890625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,5000000,-17.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,6000000,-17.6875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,7000000,-17.375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,8000000,-17.40625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,9000000,-17.609375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,10000000,-17.09375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
 150,1000000,-17.6875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
 150,2000000,-18.9375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
 150,3000000,-18.984375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
@@ -16869,26 +16869,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-18.4375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
 150,9000000,-17.5,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
 150,10000000,-17.90625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
-151,1000000,-23.78125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,2000000,-22.96875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,3000000,-22.390625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,4000000,-22.515625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,5000000,-22.0625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,6000000,-23.09375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,7000000,-23.890625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,8000000,-23.90625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,9000000,-23.21875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,10000000,-23.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-152,1000000,-18.046875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
-152,2000000,-17.90625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
-152,3000000,-17.59375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
-152,4000000,-17.9375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
-152,5000000,-18.03125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
-152,6000000,-18.265625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
-152,7000000,-18.53125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
-152,8000000,-17.921875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
-152,9000000,-18.546875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
-152,10000000,-18.15625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
+151,1000000,-23.78125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+151,2000000,-22.96875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+151,3000000,-22.390625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+151,4000000,-22.515625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+151,5000000,-22.0625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+151,6000000,-23.09375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+151,7000000,-23.890625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+151,8000000,-23.90625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+151,9000000,-23.21875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+151,10000000,-23.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,4
+152,1000000,-18.046875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
+152,2000000,-17.90625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
+152,3000000,-17.59375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
+152,4000000,-17.9375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
+152,5000000,-18.03125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
+152,6000000,-18.265625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
+152,7000000,-18.53125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
+152,8000000,-17.921875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
+152,9000000,-18.546875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
+152,10000000,-18.15625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
 153,1000000,-22.03125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,4
 153,2000000,-19.875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,4
 153,3000000,-19.109375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,4
@@ -16909,16 +16909,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-18.015625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,4
 154,9000000,-13.984375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,4
 154,10000000,-15.953125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,4
-155,1000000,-20.953125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,2000000,-22.890625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,3000000,-19.4375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,4000000,-20.078125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,5000000,-21.546875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,6000000,-18.859375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,7000000,-16.28125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,8000000,-17.34375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,9000000,-15.203125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,10000000,-16.796875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
+155,1000000,-20.953125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,2000000,-22.890625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,3000000,-19.4375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,4000000,-20.078125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,5000000,-21.546875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,6000000,-18.859375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,7000000,-16.28125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,8000000,-17.34375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,9000000,-15.203125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,10000000,-16.796875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
 156,1000000,-21.46875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
 156,2000000,-18.453125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
 156,3000000,-18.71875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
@@ -16929,106 +16929,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-18.8125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
 156,9000000,-18.65625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
 156,10000000,-17.59375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
-157,1000000,-22.90625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,2000000,-21.265625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,3000000,-22.578125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,4000000,-19.921875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,5000000,-20.625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,6000000,-20.140625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,7000000,-19.6875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,8000000,-21.578125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,9000000,-21.828125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,10000000,-21.96875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-158,1000000,-23.21875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-158,2000000,-23.515625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-158,3000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-158,4000000,-23.15625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-158,5000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-158,6000000,-23.546875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-158,7000000,-23.578125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-158,8000000,-23.46875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-158,9000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-158,10000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
-159,1000000,-18.953125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-159,2000000,-18.09375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-159,3000000,-17.015625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-159,4000000,-16.765625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-159,5000000,-17.890625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-159,6000000,-18.046875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-159,7000000,-18.828125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-159,8000000,-17.421875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-159,9000000,-18.09375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-159,10000000,-17.6875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,4
-160,1000000,-23.46875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-160,2000000,-23.375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-160,3000000,-23.453125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-160,4000000,-23.625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-160,5000000,-23.578125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-160,6000000,-23.515625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-160,7000000,-23.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-160,8000000,-23.578125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-160,9000000,-23.609375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-160,10000000,-23.640625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,4
-161,1000000,-19.96875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-161,2000000,-20.5625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-161,3000000,-17.65625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-161,4000000,-18.328125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-161,5000000,-18.296875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-161,6000000,-17.625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-161,7000000,-18.203125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-161,8000000,-18.34375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-161,9000000,-17.9375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-161,10000000,-17.734375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,4
-162,1000000,-23.53125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-162,2000000,-23.390625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-162,3000000,-22.1875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-162,4000000,-22.734375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-162,5000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-162,6000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-162,7000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-162,8000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-162,9000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-162,10000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,4
-163,1000000,-19.046875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-163,2000000,-17.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-163,3000000,-19.953125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-163,4000000,-17.953125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-163,5000000,-15.109375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-163,6000000,-16.640625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-163,7000000,-17.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-163,8000000,-18.65625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-163,9000000,-19.125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-163,10000000,-15.703125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,4
-164,1000000,-23.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-164,2000000,-23.890625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-164,3000000,-22.421875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-164,4000000,-22.9375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-164,5000000,-22.796875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-164,6000000,-22.234375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-164,7000000,-23.78125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-164,8000000,-23.203125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-164,9000000,-23.6875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-164,10000000,-23.484375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,4
-165,1000000,-22.859375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-165,2000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-165,3000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-165,4000000,-23.40625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-165,5000000,-23.375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-165,6000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-165,7000000,-23.359375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-165,8000000,-24.0,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-165,9000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-165,10000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,4
-166,1000000,-23.296875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
-166,2000000,-24.0,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
-166,3000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
-166,4000000,-22.984375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
-166,5000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
-166,6000000,-23.921875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
-166,7000000,-22.859375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
-166,8000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
-166,9000000,-23.328125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
-166,10000000,-23.984375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,4
+157,1000000,-22.90625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+157,2000000,-21.265625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+157,3000000,-22.578125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+157,4000000,-19.921875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+157,5000000,-20.625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+157,6000000,-20.140625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+157,7000000,-19.6875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+157,8000000,-21.578125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+157,9000000,-21.828125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+157,10000000,-21.96875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,4
+158,1000000,-23.21875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+158,2000000,-23.515625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+158,3000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+158,4000000,-23.15625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+158,5000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+158,6000000,-23.546875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+158,7000000,-23.578125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+158,8000000,-23.46875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+158,9000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+158,10000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,4
+159,1000000,-18.953125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+159,2000000,-18.09375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+159,3000000,-17.015625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+159,4000000,-16.765625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+159,5000000,-17.890625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+159,6000000,-18.046875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+159,7000000,-18.828125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+159,8000000,-17.421875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+159,9000000,-18.09375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+159,10000000,-17.6875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,4
+160,1000000,-23.46875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+160,2000000,-23.375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+160,3000000,-23.453125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+160,4000000,-23.625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+160,5000000,-23.578125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+160,6000000,-23.515625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+160,7000000,-23.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+160,8000000,-23.578125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+160,9000000,-23.609375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+160,10000000,-23.640625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,4
+161,1000000,-19.96875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+161,2000000,-20.5625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+161,3000000,-17.65625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+161,4000000,-18.328125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+161,5000000,-18.296875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+161,6000000,-17.625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+161,7000000,-18.203125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+161,8000000,-18.34375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+161,9000000,-17.9375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+161,10000000,-17.734375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,4
+162,1000000,-23.53125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+162,2000000,-23.390625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+162,3000000,-22.1875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+162,4000000,-22.734375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+162,5000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+162,6000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+162,7000000,-23.953125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+162,8000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+162,9000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+162,10000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,4
+163,1000000,-19.046875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+163,2000000,-17.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+163,3000000,-19.953125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+163,4000000,-17.953125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+163,5000000,-15.109375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+163,6000000,-16.640625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+163,7000000,-17.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+163,8000000,-18.65625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+163,9000000,-19.125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+163,10000000,-15.703125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,4
+164,1000000,-23.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+164,2000000,-23.890625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+164,3000000,-22.421875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+164,4000000,-22.9375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+164,5000000,-22.796875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+164,6000000,-22.234375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+164,7000000,-23.78125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+164,8000000,-23.203125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+164,9000000,-23.6875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+164,10000000,-23.484375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,4
+165,1000000,-22.859375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+165,2000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+165,3000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+165,4000000,-23.40625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+165,5000000,-23.375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+165,6000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+165,7000000,-23.359375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+165,8000000,-24.0,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+165,9000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+165,10000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,4
+166,1000000,-23.296875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
+166,2000000,-24.0,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
+166,3000000,-23.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
+166,4000000,-22.984375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
+166,5000000,-23.9375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
+166,6000000,-23.921875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
+166,7000000,-22.859375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
+166,8000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
+166,9000000,-23.328125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
+166,10000000,-23.984375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,4
 167,1000000,-19.5625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
 167,2000000,-16.921875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
 167,3000000,-18.515625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
@@ -17039,26 +17039,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-17.328125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
 167,9000000,-19.40625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
 167,10000000,-17.859375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
-168,1000000,-19.34375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-168,2000000,-18.234375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-168,3000000,-18.453125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-168,4000000,-18.078125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-168,5000000,-18.46875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-168,6000000,-18.25,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-168,7000000,-18.59375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-168,8000000,-17.875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-168,9000000,-17.859375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-168,10000000,-17.84375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,4
-169,1000000,-18.34375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
-169,2000000,-19.0625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
-169,3000000,-19.03125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
-169,4000000,-18.921875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
-169,5000000,-17.890625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
-169,6000000,-17.515625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
-169,7000000,-17.21875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
-169,8000000,-18.640625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
-169,9000000,-17.859375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
-169,10000000,-17.34375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,4
+168,1000000,-19.34375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+168,2000000,-18.234375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+168,3000000,-18.453125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+168,4000000,-18.078125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+168,5000000,-18.46875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+168,6000000,-18.25,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+168,7000000,-18.59375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+168,8000000,-17.875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+168,9000000,-17.859375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+168,10000000,-17.84375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,4
+169,1000000,-18.34375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
+169,2000000,-19.0625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
+169,3000000,-19.03125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
+169,4000000,-18.921875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
+169,5000000,-17.890625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
+169,6000000,-17.515625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
+169,7000000,-17.21875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
+169,8000000,-18.640625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
+169,9000000,-17.859375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
+169,10000000,-17.34375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,4
 170,1000000,-20.765625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,4
 170,2000000,-18.5625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,4
 170,3000000,-18.90625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,4
@@ -17079,26 +17079,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-15.96875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,4
 171,9000000,-16.875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,4
 171,10000000,-16.40625,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,4
-172,1000000,-23.265625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-172,2000000,-23.390625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-172,3000000,-23.203125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-172,4000000,-23.40625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-172,5000000,-23.421875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-172,6000000,-23.9375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-172,7000000,-23.34375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-172,8000000,-23.765625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-172,9000000,-23.796875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-172,10000000,-23.859375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,4
-173,1000000,-23.96875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
-173,2000000,-23.5625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
-173,3000000,-23.625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
-173,4000000,-23.65625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
-173,5000000,-23.0,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
-173,6000000,-23.421875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
-173,7000000,-22.109375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
-173,8000000,-20.65625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
-173,9000000,-20.609375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
-173,10000000,-22.9375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,4
+172,1000000,-23.265625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+172,2000000,-23.390625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+172,3000000,-23.203125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+172,4000000,-23.40625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+172,5000000,-23.421875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+172,6000000,-23.9375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+172,7000000,-23.34375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+172,8000000,-23.765625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+172,9000000,-23.796875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+172,10000000,-23.859375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,4
+173,1000000,-23.96875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
+173,2000000,-23.5625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
+173,3000000,-23.625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
+173,4000000,-23.65625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
+173,5000000,-23.0,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
+173,6000000,-23.421875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
+173,7000000,-22.109375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
+173,8000000,-20.65625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
+173,9000000,-20.609375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
+173,10000000,-22.9375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,4
 174,1000000,-19.578125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
 174,2000000,-16.421875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
 174,3000000,-17.0625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
@@ -17109,16 +17109,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-21.59375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
 174,9000000,-21.28125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
 174,10000000,-21.828125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
-175,1000000,-23.359375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
-175,2000000,-23.203125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
-175,3000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
-175,4000000,-23.4375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
-175,5000000,-23.328125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
-175,6000000,-23.296875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
-175,7000000,-23.234375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
-175,8000000,-23.203125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
-175,9000000,-23.21875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
-175,10000000,-23.078125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,4
+175,1000000,-23.359375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
+175,2000000,-23.203125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
+175,3000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
+175,4000000,-23.4375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
+175,5000000,-23.328125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
+175,6000000,-23.296875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
+175,7000000,-23.234375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
+175,8000000,-23.203125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
+175,9000000,-23.21875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
+175,10000000,-23.078125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,4
 176,1000000,-23.9375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
 176,2000000,-23.40625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
 176,3000000,-22.46875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
@@ -17129,16 +17129,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-22.765625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
 176,9000000,-20.6875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
 176,10000000,-21.625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
-177,1000000,-23.484375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
-177,2000000,-23.390625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
-177,3000000,-23.328125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
-177,4000000,-23.578125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
-177,5000000,-23.6875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
-177,6000000,-23.96875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
-177,7000000,-23.90625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
-177,8000000,-23.921875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
-177,9000000,-23.9375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
-177,10000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,4
+177,1000000,-23.484375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
+177,2000000,-23.390625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
+177,3000000,-23.328125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
+177,4000000,-23.578125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
+177,5000000,-23.6875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
+177,6000000,-23.96875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
+177,7000000,-23.90625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
+177,8000000,-23.921875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
+177,9000000,-23.9375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
+177,10000000,-23.890625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,4
 178,1000000,-23.765625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,4
 178,2000000,-23.484375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,4
 178,3000000,-23.546875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,4
@@ -17149,166 +17149,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.96875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,4
 178,9000000,-23.453125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,4
 178,10000000,-23.546875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,4
-179,1000000,-22.21875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-179,2000000,-18.453125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-179,3000000,-23.453125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-179,4000000,-23.375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-179,5000000,-23.625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-179,6000000,-23.5625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-179,7000000,-23.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-179,8000000,-23.609375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-179,9000000,-23.53125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-179,10000000,-22.75,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,4
-180,1000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-180,2000000,-23.5,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-180,3000000,-23.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-180,4000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-180,5000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-180,6000000,-23.3125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-180,7000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-180,8000000,-23.5625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-180,9000000,-23.5625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-180,10000000,-22.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,4
-181,1000000,-23.03125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-181,2000000,-22.9375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-181,3000000,-22.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-181,4000000,-22.4375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-181,5000000,-22.703125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-181,6000000,-22.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-181,7000000,-22.8125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-181,8000000,-22.875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-181,9000000,-23.265625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-181,10000000,-23.671875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,4
-182,1000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-182,2000000,-23.4375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-182,3000000,-23.15625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-182,4000000,-22.03125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-182,5000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-182,6000000,-22.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-182,7000000,-23.890625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-182,8000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-182,9000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-182,10000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,4
-183,1000000,-19.171875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-183,2000000,-18.15625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-183,3000000,-19.171875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-183,4000000,-19.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-183,5000000,-18.9375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-183,6000000,-19.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-183,7000000,-18.25,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-183,8000000,-18.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-183,9000000,-17.53125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-183,10000000,-17.328125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,4
-184,1000000,-23.890625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-184,2000000,-23.390625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-184,3000000,-23.59375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-184,4000000,-23.28125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-184,5000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-184,6000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-184,7000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-184,8000000,-23.59375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-184,9000000,-23.375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-184,10000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,4
-185,1000000,-23.265625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-185,2000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-185,3000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-185,4000000,-23.703125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-185,5000000,-23.671875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-185,6000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-185,7000000,-23.40625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-185,8000000,-23.8125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-185,9000000,-23.359375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-185,10000000,-23.890625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,4
-186,1000000,-23.25,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-186,2000000,-18.53125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-186,3000000,-17.65625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-186,4000000,-20.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-186,5000000,-16.671875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-186,6000000,-19.59375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-186,7000000,-11.890625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-186,8000000,-11.75,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-186,9000000,-17.640625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-186,10000000,-16.453125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,4
-187,1000000,-19.9375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-187,2000000,-23.296875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-187,3000000,-23.5,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-187,4000000,-22.765625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-187,5000000,-22.8125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-187,6000000,-22.21875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-187,7000000,-23.59375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-187,8000000,-23.671875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-187,9000000,-21.71875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-187,10000000,-21.21875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,4
-188,1000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-188,2000000,-23.484375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-188,3000000,-23.671875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-188,4000000,-23.890625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-188,5000000,-23.1875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-188,6000000,-23.4375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-188,7000000,-23.109375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-188,8000000,-23.046875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-188,9000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-188,10000000,-23.28125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,4
-189,1000000,-23.5625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-189,2000000,-23.53125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-189,3000000,-23.671875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-189,4000000,-23.484375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-189,5000000,-23.46875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-189,6000000,-23.390625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-189,7000000,-23.59375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-189,8000000,-23.5625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-189,9000000,-23.359375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-189,10000000,-23.578125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,4
-190,1000000,-21.4375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-190,2000000,-19.109375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-190,3000000,-21.078125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-190,4000000,-23.875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-190,5000000,-23.875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-190,6000000,-21.765625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-190,7000000,-20.953125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-190,8000000,-21.3125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-190,9000000,-21.859375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-190,10000000,-23.9375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,4
-191,1000000,-22.828125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-191,2000000,-22.984375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-191,3000000,-22.03125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-191,4000000,-23.578125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-191,5000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-191,6000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-191,7000000,-23.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-191,8000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-191,9000000,-23.53125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-191,10000000,-23.4375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,4
-192,1000000,-23.46875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-192,2000000,-23.484375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-192,3000000,-23.53125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-192,4000000,-23.25,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-192,5000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-192,6000000,-23.46875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-192,7000000,-23.46875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-192,8000000,-23.546875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-192,9000000,-23.40625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-192,10000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,4
-193,1000000,-23.25,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-193,2000000,-22.953125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-193,3000000,-23.15625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-193,4000000,-23.375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-193,5000000,-23.203125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-193,6000000,-23.21875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-193,7000000,-23.296875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-193,8000000,-23.375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-193,9000000,-23.265625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-193,10000000,-23.1875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,4
-194,1000000,-23.34375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
-194,2000000,-23.296875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
-194,3000000,-22.40625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
-194,4000000,-20.75,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
-194,5000000,-22.5,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
-194,6000000,-21.703125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
-194,7000000,-21.921875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
-194,8000000,-22.25,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
-194,9000000,-22.421875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
-194,10000000,-21.09375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,4
+179,1000000,-22.21875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+179,2000000,-18.453125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+179,3000000,-23.453125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+179,4000000,-23.375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+179,5000000,-23.625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+179,6000000,-23.5625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+179,7000000,-23.515625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+179,8000000,-23.609375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+179,9000000,-23.53125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+179,10000000,-22.75,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,4
+180,1000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+180,2000000,-23.5,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+180,3000000,-23.90625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+180,4000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+180,5000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+180,6000000,-23.3125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+180,7000000,-23.40625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+180,8000000,-23.5625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+180,9000000,-23.5625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+180,10000000,-22.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,4
+181,1000000,-23.03125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+181,2000000,-22.9375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+181,3000000,-22.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+181,4000000,-22.4375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+181,5000000,-22.703125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+181,6000000,-22.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+181,7000000,-22.8125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+181,8000000,-22.875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+181,9000000,-23.265625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+181,10000000,-23.671875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,4
+182,1000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+182,2000000,-23.4375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+182,3000000,-23.15625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+182,4000000,-22.03125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+182,5000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+182,6000000,-22.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+182,7000000,-23.890625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+182,8000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+182,9000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+182,10000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,4
+183,1000000,-19.171875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+183,2000000,-18.15625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+183,3000000,-19.171875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+183,4000000,-19.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+183,5000000,-18.9375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+183,6000000,-19.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+183,7000000,-18.25,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+183,8000000,-18.71875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+183,9000000,-17.53125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+183,10000000,-17.328125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,4
+184,1000000,-23.890625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+184,2000000,-23.390625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+184,3000000,-23.59375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+184,4000000,-23.28125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+184,5000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+184,6000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+184,7000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+184,8000000,-23.59375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+184,9000000,-23.375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+184,10000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,4
+185,1000000,-23.265625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+185,2000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+185,3000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+185,4000000,-23.703125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+185,5000000,-23.671875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+185,6000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+185,7000000,-23.40625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+185,8000000,-23.8125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+185,9000000,-23.359375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+185,10000000,-23.890625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,4
+186,1000000,-23.25,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+186,2000000,-18.53125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+186,3000000,-17.65625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+186,4000000,-20.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+186,5000000,-16.671875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+186,6000000,-19.59375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+186,7000000,-11.890625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+186,8000000,-11.75,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+186,9000000,-17.640625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+186,10000000,-16.453125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,4
+187,1000000,-19.9375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+187,2000000,-23.296875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+187,3000000,-23.5,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+187,4000000,-22.765625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+187,5000000,-22.8125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+187,6000000,-22.21875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+187,7000000,-23.59375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+187,8000000,-23.671875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+187,9000000,-21.71875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+187,10000000,-21.21875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,4
+188,1000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+188,2000000,-23.484375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+188,3000000,-23.671875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+188,4000000,-23.890625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+188,5000000,-23.1875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+188,6000000,-23.4375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+188,7000000,-23.109375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+188,8000000,-23.046875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+188,9000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+188,10000000,-23.28125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,4
+189,1000000,-23.5625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+189,2000000,-23.53125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+189,3000000,-23.671875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+189,4000000,-23.484375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+189,5000000,-23.46875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+189,6000000,-23.390625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+189,7000000,-23.59375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+189,8000000,-23.5625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+189,9000000,-23.359375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+189,10000000,-23.578125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,4
+190,1000000,-21.4375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+190,2000000,-19.109375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+190,3000000,-21.078125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+190,4000000,-23.875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+190,5000000,-23.875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+190,6000000,-21.765625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+190,7000000,-20.953125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+190,8000000,-21.3125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+190,9000000,-21.859375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+190,10000000,-23.9375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,4
+191,1000000,-22.828125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+191,2000000,-22.984375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+191,3000000,-22.03125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+191,4000000,-23.578125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+191,5000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+191,6000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+191,7000000,-23.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+191,8000000,-23.96875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+191,9000000,-23.53125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+191,10000000,-23.4375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,4
+192,1000000,-23.46875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+192,2000000,-23.484375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+192,3000000,-23.53125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+192,4000000,-23.25,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+192,5000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+192,6000000,-23.46875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+192,7000000,-23.46875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+192,8000000,-23.546875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+192,9000000,-23.40625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+192,10000000,-23.515625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,4
+193,1000000,-23.25,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+193,2000000,-22.953125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+193,3000000,-23.15625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+193,4000000,-23.375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+193,5000000,-23.203125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+193,6000000,-23.21875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+193,7000000,-23.296875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+193,8000000,-23.375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+193,9000000,-23.265625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+193,10000000,-23.1875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,4
+194,1000000,-23.34375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
+194,2000000,-23.296875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
+194,3000000,-22.40625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
+194,4000000,-20.75,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
+194,5000000,-22.5,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
+194,6000000,-21.703125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
+194,7000000,-21.921875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
+194,8000000,-22.25,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
+194,9000000,-22.421875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
+194,10000000,-21.09375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,4
 195,1000000,-23.46875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,4
 195,2000000,-23.25,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,4
 195,3000000,-23.5,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,4
@@ -17329,26 +17329,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.96875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,4
 196,9000000,-22.875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,4
 196,10000000,-22.828125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,4
-197,1000000,-18.34375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-197,2000000,-18.125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-197,3000000,-19.25,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-197,4000000,-18.484375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-197,5000000,-16.21875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-197,6000000,-13.90625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-197,7000000,-15.421875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-197,8000000,-10.21875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-197,9000000,-12.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-197,10000000,-9.984375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,4
-198,1000000,-17.515625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
-198,2000000,-17.84375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
-198,3000000,-18.6875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
-198,4000000,-18.015625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
-198,5000000,-17.921875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
-198,6000000,-18.015625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
-198,7000000,-16.734375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
-198,8000000,-16.875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
-198,9000000,-16.203125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
-198,10000000,-17.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,4
+197,1000000,-18.34375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+197,2000000,-18.125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+197,3000000,-19.25,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+197,4000000,-18.484375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+197,5000000,-16.21875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+197,6000000,-13.90625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+197,7000000,-15.421875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+197,8000000,-10.21875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+197,9000000,-12.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+197,10000000,-9.984375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,4
+198,1000000,-17.515625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,2000000,-17.84375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,3000000,-18.6875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,4000000,-18.015625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,5000000,-17.921875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,6000000,-18.015625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,7000000,-16.734375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,8000000,-16.875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,9000000,-16.203125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,10000000,-17.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
 199,1000000,-23.375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
 199,2000000,-23.96875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
 199,3000000,-23.4375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
@@ -17359,16 +17359,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.96875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
 199,9000000,-23.296875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
 199,10000000,-23.4375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
-200,1000000,-23.921875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,2000000,-23.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,3000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,4000000,-23.515625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,5000000,-23.1875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,6000000,-23.484375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,7000000,-23.0625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,8000000,-23.578125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,9000000,-23.4375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,10000000,-23.96875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
+200,1000000,-23.921875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,2000000,-23.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,3000000,-23.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,4000000,-23.515625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,5000000,-23.1875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,6000000,-23.484375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,7000000,-23.0625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,8000000,-23.578125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,9000000,-23.4375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,10000000,-23.96875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
 201,1000000,-16.484375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
 201,2000000,-16.59375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
 201,3000000,-15.890625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
@@ -17379,26 +17379,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-16.0625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
 201,9000000,-16.875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
 201,10000000,-14.96875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
-202,1000000,-19.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,2000000,-21.90625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,3000000,-19.484375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,4000000,-18.484375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,5000000,-18.109375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,6000000,-18.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,7000000,-18.34375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,8000000,-18.765625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,9000000,-18.234375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,10000000,-17.34375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-203,1000000,-19.015625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
-203,2000000,-21.0625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
-203,3000000,-18.71875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
-203,4000000,-18.578125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
-203,5000000,-19.234375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
-203,6000000,-18.953125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
-203,7000000,-17.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
-203,8000000,-19.28125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
-203,9000000,-19.515625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
-203,10000000,-17.546875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,4
+202,1000000,-19.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+202,2000000,-21.90625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+202,3000000,-19.484375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+202,4000000,-18.484375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+202,5000000,-18.109375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+202,6000000,-18.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+202,7000000,-18.34375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+202,8000000,-18.765625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+202,9000000,-18.234375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+202,10000000,-17.34375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,4
+203,1000000,-19.015625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
+203,2000000,-21.0625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
+203,3000000,-18.71875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
+203,4000000,-18.578125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
+203,5000000,-19.234375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
+203,6000000,-18.953125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
+203,7000000,-17.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
+203,8000000,-19.28125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
+203,9000000,-19.515625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
+203,10000000,-17.546875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,4
 204,1000000,-23.9375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
 204,2000000,-23.53125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
 204,3000000,-23.578125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
@@ -17409,56 +17409,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.984375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
 204,9000000,-23.15625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
 204,10000000,-23.34375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
-205,1000000,-22.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,2000000,-23.984375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,3000000,-23.453125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,4000000,-23.328125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,5000000,-23.59375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,6000000,-22.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,7000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,8000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,9000000,-22.90625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,10000000,-23.421875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-206,1000000,-20.390625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-206,2000000,-19.21875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-206,3000000,-17.296875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-206,4000000,-17.59375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-206,5000000,-16.890625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-206,6000000,-17.46875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-206,7000000,-15.71875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-206,8000000,-17.453125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-206,9000000,-18.09375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-206,10000000,-17.140625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,4
-207,1000000,-19.703125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-207,2000000,-18.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-207,3000000,-19.25,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-207,4000000,-18.171875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-207,5000000,-20.421875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-207,6000000,-17.0625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-207,7000000,-15.640625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-207,8000000,-11.9375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-207,9000000,-18.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-207,10000000,-13.234375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,4
-208,1000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-208,2000000,-23.296875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-208,3000000,-23.296875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-208,4000000,-22.875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-208,5000000,-22.921875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-208,6000000,-22.984375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-208,7000000,-23.265625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-208,8000000,-23.21875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-208,9000000,-22.921875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-208,10000000,-22.984375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,4
-209,1000000,-18.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
-209,2000000,-22.921875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
-209,3000000,-21.3125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
-209,4000000,-20.671875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
-209,5000000,-20.21875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
-209,6000000,-18.5625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
-209,7000000,-21.390625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
-209,8000000,-21.453125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
-209,9000000,-23.125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
-209,10000000,-20.625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,4
+205,1000000,-22.921875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+205,2000000,-23.984375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+205,3000000,-23.453125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+205,4000000,-23.328125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+205,5000000,-23.59375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+205,6000000,-22.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+205,7000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+205,8000000,-23.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+205,9000000,-22.90625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+205,10000000,-23.421875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,4
+206,1000000,-20.390625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+206,2000000,-19.21875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+206,3000000,-17.296875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+206,4000000,-17.59375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+206,5000000,-16.890625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+206,6000000,-17.46875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+206,7000000,-15.71875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+206,8000000,-17.453125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+206,9000000,-18.09375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+206,10000000,-17.140625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,4
+207,1000000,-19.703125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+207,2000000,-18.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+207,3000000,-19.25,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+207,4000000,-18.171875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+207,5000000,-20.421875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+207,6000000,-17.0625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+207,7000000,-15.640625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+207,8000000,-11.9375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+207,9000000,-18.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+207,10000000,-13.234375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,4
+208,1000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+208,2000000,-23.296875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+208,3000000,-23.296875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+208,4000000,-22.875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+208,5000000,-22.921875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+208,6000000,-22.984375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+208,7000000,-23.265625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+208,8000000,-23.21875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+208,9000000,-22.921875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+208,10000000,-22.984375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,4
+209,1000000,-18.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
+209,2000000,-22.921875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
+209,3000000,-21.3125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
+209,4000000,-20.671875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
+209,5000000,-20.21875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
+209,6000000,-18.5625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
+209,7000000,-21.390625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
+209,8000000,-21.453125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
+209,9000000,-23.125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
+209,10000000,-20.625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,4
 210,1000000,-22.84375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
 210,2000000,-20.625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
 210,3000000,-23.640625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
@@ -17469,36 +17469,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-21.90625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
 210,9000000,-23.546875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
 210,10000000,-23.015625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
-211,1000000,-22.359375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-211,2000000,-23.75,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-211,3000000,-22.59375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-211,4000000,-23.515625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-211,5000000,-22.765625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-211,6000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-211,7000000,-22.703125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-211,8000000,-23.828125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-211,9000000,-23.46875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-211,10000000,-23.421875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,4
-212,1000000,-18.28125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-212,2000000,-18.078125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-212,3000000,-17.21875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-212,4000000,-18.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-212,5000000,-19.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-212,6000000,-17.75,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-212,7000000,-15.65625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-212,8000000,-16.71875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-212,9000000,-17.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-212,10000000,-13.765625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,4
-213,1000000,-23.5,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
-213,2000000,-22.75,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
-213,3000000,-23.5,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
-213,4000000,-22.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
-213,5000000,-23.9375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
-213,6000000,-23.28125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
-213,7000000,-23.40625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
-213,8000000,-21.21875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
-213,9000000,-23.875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
-213,10000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,4
+211,1000000,-22.359375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+211,2000000,-23.75,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+211,3000000,-22.59375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+211,4000000,-23.515625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+211,5000000,-22.765625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+211,6000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+211,7000000,-22.703125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+211,8000000,-23.828125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+211,9000000,-23.46875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+211,10000000,-23.421875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,4
+212,1000000,-18.28125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+212,2000000,-18.078125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+212,3000000,-17.21875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+212,4000000,-18.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+212,5000000,-19.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+212,6000000,-17.75,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+212,7000000,-15.65625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+212,8000000,-16.71875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+212,9000000,-17.1875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+212,10000000,-13.765625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,4
+213,1000000,-23.5,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
+213,2000000,-22.75,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
+213,3000000,-23.5,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
+213,4000000,-22.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
+213,5000000,-23.9375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
+213,6000000,-23.28125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
+213,7000000,-23.40625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
+213,8000000,-21.21875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
+213,9000000,-23.875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
+213,10000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,4
 214,1000000,-23.96875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
 214,2000000,-23.375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
 214,3000000,-23.859375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
@@ -17509,86 +17509,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-24.0,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
 214,9000000,-23.875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
 214,10000000,-23.484375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
-215,1000000,-23.375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-215,2000000,-23.5,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-215,3000000,-23.921875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-215,4000000,-21.640625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-215,5000000,-23.40625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-215,6000000,-23.15625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-215,7000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-215,8000000,-23.859375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-215,9000000,-23.90625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-215,10000000,-23.1875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,4
-216,1000000,-23.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-216,2000000,-23.46875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-216,3000000,-23.640625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-216,4000000,-23.1875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-216,5000000,-23.265625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-216,6000000,-23.40625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-216,7000000,-23.96875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-216,8000000,-22.71875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-216,9000000,-21.875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-216,10000000,-22.046875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,4
-217,1000000,-23.6875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-217,2000000,-23.5,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-217,3000000,-23.8125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-217,4000000,-23.984375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-217,5000000,-23.96875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-217,6000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-217,7000000,-23.171875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-217,8000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-217,9000000,-23.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-217,10000000,-22.234375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,4
-218,1000000,-18.578125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-218,2000000,-20.890625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-218,3000000,-18.171875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-218,4000000,-18.28125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-218,5000000,-19.15625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-218,6000000,-18.421875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-218,7000000,-19.234375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-218,8000000,-18.09375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-218,9000000,-19.40625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-218,10000000,-18.015625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,4
-219,1000000,-23.578125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-219,2000000,-23.6875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-219,3000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-219,4000000,-23.515625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-219,5000000,-23.609375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-219,6000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-219,7000000,-23.59375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-219,8000000,-23.46875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-219,9000000,-23.59375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-219,10000000,-23.578125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,4
-220,1000000,-23.953125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-220,2000000,-23.890625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-220,3000000,-23.484375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-220,4000000,-23.953125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-220,5000000,-23.15625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-220,6000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-220,7000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-220,8000000,-23.765625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-220,9000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-220,10000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,4
-221,1000000,-23.09375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-221,2000000,-23.96875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-221,3000000,-23.984375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-221,4000000,-23.765625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-221,5000000,-23.828125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-221,6000000,-22.515625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-221,7000000,-21.84375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-221,8000000,-23.75,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-221,9000000,-21.515625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-221,10000000,-20.609375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,4
-222,1000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
-222,2000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
-222,3000000,-23.875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
-222,4000000,-24.0,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
-222,5000000,-23.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
-222,6000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
-222,7000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
-222,8000000,-23.359375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
-222,9000000,-23.671875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
-222,10000000,-23.28125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,4
+215,1000000,-23.375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+215,2000000,-23.5,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+215,3000000,-23.921875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+215,4000000,-21.640625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+215,5000000,-23.40625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+215,6000000,-23.15625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+215,7000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+215,8000000,-23.859375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+215,9000000,-23.90625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+215,10000000,-23.1875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,4
+216,1000000,-23.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+216,2000000,-23.46875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+216,3000000,-23.640625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+216,4000000,-23.1875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+216,5000000,-23.265625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+216,6000000,-23.40625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+216,7000000,-23.96875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+216,8000000,-22.71875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+216,9000000,-21.875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+216,10000000,-22.046875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,4
+217,1000000,-23.6875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+217,2000000,-23.5,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+217,3000000,-23.8125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+217,4000000,-23.984375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+217,5000000,-23.96875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+217,6000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+217,7000000,-23.171875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+217,8000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+217,9000000,-23.90625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+217,10000000,-22.234375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,4
+218,1000000,-18.578125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+218,2000000,-20.890625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+218,3000000,-18.171875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+218,4000000,-18.28125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+218,5000000,-19.15625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+218,6000000,-18.421875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+218,7000000,-19.234375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+218,8000000,-18.09375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+218,9000000,-19.40625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+218,10000000,-18.015625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,4
+219,1000000,-23.578125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+219,2000000,-23.6875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+219,3000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+219,4000000,-23.515625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+219,5000000,-23.609375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+219,6000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+219,7000000,-23.59375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+219,8000000,-23.46875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+219,9000000,-23.59375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+219,10000000,-23.578125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,4
+220,1000000,-23.953125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+220,2000000,-23.890625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+220,3000000,-23.484375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+220,4000000,-23.953125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+220,5000000,-23.15625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+220,6000000,-23.90625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+220,7000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+220,8000000,-23.765625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+220,9000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+220,10000000,-23.453125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,4
+221,1000000,-23.09375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+221,2000000,-23.96875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+221,3000000,-23.984375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+221,4000000,-23.765625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+221,5000000,-23.828125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+221,6000000,-22.515625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+221,7000000,-21.84375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+221,8000000,-23.75,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+221,9000000,-21.515625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+221,10000000,-20.609375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,4
+222,1000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
+222,2000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
+222,3000000,-23.875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
+222,4000000,-24.0,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
+222,5000000,-23.921875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
+222,6000000,-23.90625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
+222,7000000,-23.96875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
+222,8000000,-23.359375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
+222,9000000,-23.671875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
+222,10000000,-23.28125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,4
 223,1000000,-23.4375,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,4
 223,2000000,-23.734375,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,4
 223,3000000,-23.84375,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,4
@@ -17609,16 +17609,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-22.265625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,4
 224,9000000,-23.1875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,4
 224,10000000,-21.703125,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,4
-225,1000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
-225,2000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
-225,3000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
-225,4000000,-24.0,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
-225,5000000,-23.984375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
-225,6000000,-23.9375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
-225,7000000,-24.0,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
-225,8000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
-225,9000000,-23.890625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
-225,10000000,-24.0,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,4
+225,1000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
+225,2000000,-23.953125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
+225,3000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
+225,4000000,-24.0,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
+225,5000000,-23.984375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
+225,6000000,-23.9375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
+225,7000000,-24.0,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
+225,8000000,-23.96875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
+225,9000000,-23.890625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
+225,10000000,-24.0,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,4
 226,1000000,-21.75,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,4
 226,2000000,-23.453125,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,4
 226,3000000,-23.34375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,4
@@ -17639,66 +17639,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-17.9375,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,4
 227,9000000,-17.828125,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,4
 227,10000000,-16.359375,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,4
-228,1000000,-19.15625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-228,2000000,-18.8125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-228,3000000,-19.421875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-228,4000000,-18.546875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-228,5000000,-17.921875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-228,6000000,-16.84375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-228,7000000,-18.453125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-228,8000000,-17.0625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-228,9000000,-17.5,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-228,10000000,-18.015625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,4
-229,1000000,-22.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-229,2000000,-22.015625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-229,3000000,-22.234375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-229,4000000,-21.90625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-229,5000000,-20.84375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-229,6000000,-21.125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-229,7000000,-21.375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-229,8000000,-20.46875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-229,9000000,-20.96875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-229,10000000,-22.265625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,4
-230,1000000,-23.875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-230,2000000,-23.890625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-230,3000000,-23.890625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-230,4000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-230,5000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-230,6000000,-23.84375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-230,7000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-230,8000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-230,9000000,-23.953125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-230,10000000,-23.96875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,4
-231,1000000,-23.875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-231,2000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-231,3000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-231,4000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-231,5000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-231,6000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-231,7000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-231,8000000,-23.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-231,9000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-231,10000000,-23.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,4
-232,1000000,-23.953125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-232,2000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-232,3000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-232,4000000,-23.890625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-232,5000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-232,6000000,-23.96875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-232,7000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-232,8000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-232,9000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-232,10000000,-23.796875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,4
-233,1000000,-20.390625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
-233,2000000,-23.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
-233,3000000,-19.90625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
-233,4000000,-20.59375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
-233,5000000,-21.375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
-233,6000000,-21.953125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
-233,7000000,-20.828125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
-233,8000000,-19.53125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
-233,9000000,-20.171875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
-233,10000000,-19.1875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,4
+228,1000000,-19.15625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+228,2000000,-18.8125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+228,3000000,-19.421875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+228,4000000,-18.546875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+228,5000000,-17.921875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+228,6000000,-16.84375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+228,7000000,-18.453125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+228,8000000,-17.0625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+228,9000000,-17.5,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+228,10000000,-18.015625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,4
+229,1000000,-22.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+229,2000000,-22.015625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+229,3000000,-22.234375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+229,4000000,-21.90625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+229,5000000,-20.84375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+229,6000000,-21.125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+229,7000000,-21.375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+229,8000000,-20.46875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+229,9000000,-20.96875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+229,10000000,-22.265625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,4
+230,1000000,-23.875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+230,2000000,-23.890625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+230,3000000,-23.890625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+230,4000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+230,5000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+230,6000000,-23.84375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+230,7000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+230,8000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+230,9000000,-23.953125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+230,10000000,-23.96875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,4
+231,1000000,-23.875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+231,2000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+231,3000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+231,4000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+231,5000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+231,6000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+231,7000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+231,8000000,-23.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+231,9000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+231,10000000,-23.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,4
+232,1000000,-23.953125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+232,2000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+232,3000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+232,4000000,-23.890625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+232,5000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+232,6000000,-23.96875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+232,7000000,-23.9375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+232,8000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+232,9000000,-23.921875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+232,10000000,-23.796875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,4
+233,1000000,-20.390625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
+233,2000000,-23.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
+233,3000000,-19.90625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
+233,4000000,-20.59375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
+233,5000000,-21.375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
+233,6000000,-21.953125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
+233,7000000,-20.828125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
+233,8000000,-19.53125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
+233,9000000,-20.171875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
+233,10000000,-19.1875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
 234,1000000,-23.921875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,4
 234,2000000,-23.28125,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,4
 234,3000000,-23.359375,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,4
@@ -17729,56 +17729,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.984375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,4
 236,9000000,-23.4375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,4
 236,10000000,-23.890625,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,4
-237,1000000,-23.40625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-237,2000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-237,3000000,-23.609375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-237,4000000,-22.765625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-237,5000000,-22.796875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-237,6000000,-23.53125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-237,7000000,-23.109375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-237,8000000,-22.75,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-237,9000000,-23.484375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-237,10000000,-22.859375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
-238,1000000,-21.015625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-238,2000000,-23.015625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-238,3000000,-23.421875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-238,4000000,-22.59375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-238,5000000,-23.4375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-238,6000000,-22.734375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-238,7000000,-22.765625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-238,8000000,-23.53125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-238,9000000,-23.53125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-238,10000000,-23.84375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,4
-239,1000000,-17.234375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-239,2000000,-18.40625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-239,3000000,-16.890625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-239,4000000,-17.484375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-239,5000000,-16.59375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-239,6000000,-15.359375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-239,7000000,-17.203125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-239,8000000,-17.25,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-239,9000000,-16.84375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-239,10000000,-15.453125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,4
-240,1000000,-19.875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-240,2000000,-18.65625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-240,3000000,-18.21875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-240,4000000,-19.984375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-240,5000000,-17.4375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-240,6000000,-17.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-240,7000000,-18.296875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-240,8000000,-17.0625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-240,9000000,-17.515625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-240,10000000,-19.0,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,4
-241,1000000,-20.78125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
-241,2000000,-23.265625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
-241,3000000,-21.28125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
-241,4000000,-23.140625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
-241,5000000,-23.359375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
-241,6000000,-23.5,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
-241,7000000,-22.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
-241,8000000,-23.359375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
-241,9000000,-23.25,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
-241,10000000,-23.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,4
+237,1000000,-23.40625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+237,2000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+237,3000000,-23.609375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+237,4000000,-22.765625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+237,5000000,-22.796875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+237,6000000,-23.53125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+237,7000000,-23.109375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+237,8000000,-22.75,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+237,9000000,-23.484375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+237,10000000,-22.859375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,4
+238,1000000,-21.015625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+238,2000000,-23.015625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+238,3000000,-23.421875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+238,4000000,-22.59375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+238,5000000,-23.4375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+238,6000000,-22.734375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+238,7000000,-22.765625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+238,8000000,-23.53125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+238,9000000,-23.53125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+238,10000000,-23.84375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,4
+239,1000000,-17.234375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+239,2000000,-18.40625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+239,3000000,-16.890625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+239,4000000,-17.484375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+239,5000000,-16.59375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+239,6000000,-15.359375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+239,7000000,-17.203125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+239,8000000,-17.25,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+239,9000000,-16.84375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+239,10000000,-15.453125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,4
+240,1000000,-19.875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+240,2000000,-18.65625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+240,3000000,-18.21875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+240,4000000,-19.984375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+240,5000000,-17.4375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+240,6000000,-17.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+240,7000000,-18.296875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+240,8000000,-17.0625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+240,9000000,-17.515625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+240,10000000,-19.0,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,4
+241,1000000,-20.78125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
+241,2000000,-23.265625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
+241,3000000,-21.28125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
+241,4000000,-23.140625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
+241,5000000,-23.359375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
+241,6000000,-23.5,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
+241,7000000,-22.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
+241,8000000,-23.359375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
+241,9000000,-23.25,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
+241,10000000,-23.875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
 242,1000000,-19.5,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
 242,2000000,-20.140625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
 242,3000000,-22.46875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
@@ -17789,36 +17789,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-20.46875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
 242,9000000,-20.515625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
 242,10000000,-18.671875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
-243,1000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-243,2000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-243,3000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-243,4000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-243,5000000,-23.40625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-243,6000000,-23.390625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-243,7000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-243,8000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-243,9000000,-23.453125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-243,10000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,4
-244,1000000,-19.9375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-244,2000000,-19.703125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-244,3000000,-19.0,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-244,4000000,-18.078125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-244,5000000,-19.9375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-244,6000000,-18.046875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-244,7000000,-18.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-244,8000000,-17.90625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-244,9000000,-17.375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-244,10000000,-18.015625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,4
-245,1000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
-245,2000000,-23.9375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
-245,3000000,-23.890625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
-245,4000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
-245,5000000,-23.859375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
-245,6000000,-23.59375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
-245,7000000,-23.90625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
-245,8000000,-23.046875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
-245,9000000,-23.859375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
-245,10000000,-23.96875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,4
+243,1000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+243,2000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+243,3000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+243,4000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+243,5000000,-23.40625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+243,6000000,-23.390625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+243,7000000,-23.515625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+243,8000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+243,9000000,-23.453125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+243,10000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,4
+244,1000000,-19.9375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+244,2000000,-19.703125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+244,3000000,-19.0,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+244,4000000,-18.078125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+244,5000000,-19.9375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+244,6000000,-18.046875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+244,7000000,-18.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+244,8000000,-17.90625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+244,9000000,-17.375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+244,10000000,-18.015625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,4
+245,1000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
+245,2000000,-23.9375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
+245,3000000,-23.890625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
+245,4000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
+245,5000000,-23.859375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
+245,6000000,-23.59375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
+245,7000000,-23.90625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
+245,8000000,-23.046875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
+245,9000000,-23.859375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
+245,10000000,-23.96875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
 246,1000000,-23.46875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
 246,2000000,-23.328125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
 246,3000000,-23.921875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
@@ -17829,46 +17829,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.4375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
 246,9000000,-23.9375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
 246,10000000,-23.453125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
-247,1000000,-19.90625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,2000000,-18.0625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,3000000,-18.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,4000000,-18.484375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,5000000,-17.859375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,6000000,-19.046875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,7000000,-18.0,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,8000000,-17.703125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,9000000,-18.1875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,10000000,-17.34375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-248,1000000,-22.796875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-248,2000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-248,3000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-248,4000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-248,5000000,-23.421875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-248,6000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-248,7000000,-23.390625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-248,8000000,-23.546875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-248,9000000,-23.46875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-248,10000000,-23.984375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,4
-249,1000000,-18.296875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-249,2000000,-19.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-249,3000000,-15.25,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-249,4000000,-18.109375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-249,5000000,-16.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-249,6000000,-16.046875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-249,7000000,-17.65625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-249,8000000,-16.203125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-249,9000000,-17.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-249,10000000,-14.203125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,4
-250,1000000,-23.453125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
-250,2000000,-23.546875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
-250,3000000,-22.78125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
-250,4000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
-250,5000000,-23.359375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
-250,6000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
-250,7000000,-23.90625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
-250,8000000,-23.53125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
-250,9000000,-23.546875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
-250,10000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,4
+247,1000000,-19.90625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+247,2000000,-18.0625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+247,3000000,-18.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+247,4000000,-18.484375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+247,5000000,-17.859375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+247,6000000,-19.046875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+247,7000000,-18.0,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+247,8000000,-17.703125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+247,9000000,-18.1875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+247,10000000,-17.34375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,4
+248,1000000,-22.796875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+248,2000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+248,3000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+248,4000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+248,5000000,-23.421875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+248,6000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+248,7000000,-23.390625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+248,8000000,-23.546875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+248,9000000,-23.46875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+248,10000000,-23.984375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,4
+249,1000000,-18.296875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+249,2000000,-19.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+249,3000000,-15.25,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+249,4000000,-18.109375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+249,5000000,-16.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+249,6000000,-16.046875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+249,7000000,-17.65625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+249,8000000,-16.203125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+249,9000000,-17.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+249,10000000,-14.203125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,4
+250,1000000,-23.453125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,2000000,-23.546875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,3000000,-22.78125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,4000000,-23.515625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,5000000,-23.359375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,6000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,7000000,-23.90625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,8000000,-23.53125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,9000000,-23.546875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,10000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
 251,1000000,-22.671875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
 251,2000000,-23.421875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
 251,3000000,-21.78125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
@@ -17879,16 +17879,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-20.484375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
 251,9000000,-23.90625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
 251,10000000,-23.5,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
-252,1000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,2000000,-24.0,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,3000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,4000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,5000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,6000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,7000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,8000000,-23.84375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,9000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,10000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
+252,1000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
+252,2000000,-24.0,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
+252,3000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
+252,4000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
+252,5000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
+252,6000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
+252,7000000,-23.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
+252,8000000,-23.84375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
+252,9000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
+252,10000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,4
 253,1000000,-22.1875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
 253,2000000,-23.578125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
 253,3000000,-23.5,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
@@ -17899,66 +17899,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-23.953125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
 253,9000000,-23.140625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
 253,10000000,-23.9375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
-254,1000000,-21.390625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-254,2000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-254,3000000,-23.984375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-254,4000000,-23.15625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-254,5000000,-22.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-254,6000000,-23.9375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-254,7000000,-23.828125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-254,8000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-254,9000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-254,10000000,-23.46875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,4
-255,1000000,-23.390625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-255,2000000,-23.796875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-255,3000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-255,4000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-255,5000000,-23.40625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-255,6000000,-23.1875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-255,7000000,-23.546875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-255,8000000,-23.1875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-255,9000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-255,10000000,-23.515625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,4
-0,1000000,-21.34375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-0,2000000,-22.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-0,3000000,-22.453125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-0,4000000,-22.171875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-0,5000000,-23.109375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-0,6000000,-23.53125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-0,7000000,-22.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-0,8000000,-22.328125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-0,9000000,-23.28125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-0,10000000,-23.21875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,3
-1,1000000,-20.4375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-1,2000000,-17.140625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-1,3000000,-16.984375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-1,4000000,-18.578125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-1,5000000,-17.921875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-1,6000000,-17.390625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-1,7000000,-18.3125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-1,8000000,-18.109375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-1,9000000,-18.3125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-1,10000000,-18.15625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,3
-2,1000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-2,2000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-2,3000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-2,4000000,-23.4375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-2,5000000,-23.4375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-2,6000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-2,7000000,-23.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-2,8000000,-23.40625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-2,9000000,-23.421875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-2,10000000,-23.1875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,3
-3,1000000,-18.203125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
-3,2000000,-18.4375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
-3,3000000,-22.09375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
-3,4000000,-22.515625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
-3,5000000,-22.28125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
-3,6000000,-23.828125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
-3,7000000,-23.515625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
-3,8000000,-22.78125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
-3,9000000,-22.203125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
-3,10000000,-21.34375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,3
+254,1000000,-21.390625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+254,2000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+254,3000000,-23.984375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+254,4000000,-23.15625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+254,5000000,-22.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+254,6000000,-23.9375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+254,7000000,-23.828125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+254,8000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+254,9000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+254,10000000,-23.46875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,4
+255,1000000,-23.390625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+255,2000000,-23.796875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+255,3000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+255,4000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+255,5000000,-23.40625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+255,6000000,-23.1875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+255,7000000,-23.546875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+255,8000000,-23.1875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+255,9000000,-23.484375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+255,10000000,-23.515625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,4
+0,1000000,-21.34375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+0,2000000,-22.0,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+0,3000000,-22.453125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+0,4000000,-22.171875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+0,5000000,-23.109375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+0,6000000,-23.53125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+0,7000000,-22.953125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+0,8000000,-22.328125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+0,9000000,-23.28125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+0,10000000,-23.21875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,3
+1,1000000,-20.4375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+1,2000000,-17.140625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+1,3000000,-16.984375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+1,4000000,-18.578125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+1,5000000,-17.921875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+1,6000000,-17.390625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+1,7000000,-18.3125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+1,8000000,-18.109375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+1,9000000,-18.3125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+1,10000000,-18.15625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,3
+2,1000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+2,2000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+2,3000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+2,4000000,-23.4375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+2,5000000,-23.4375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+2,6000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+2,7000000,-23.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+2,8000000,-23.40625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+2,9000000,-23.421875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+2,10000000,-23.1875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,3
+3,1000000,-18.203125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
+3,2000000,-18.4375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
+3,3000000,-22.09375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
+3,4000000,-22.515625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
+3,5000000,-22.28125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
+3,6000000,-23.828125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
+3,7000000,-23.515625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
+3,8000000,-22.78125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
+3,9000000,-22.203125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
+3,10000000,-21.34375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,3
 4,1000000,-23.859375,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,3
 4,2000000,-23.890625,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,3
 4,3000000,-23.9375,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,3
@@ -17979,56 +17979,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-19.734375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,3
 5,9000000,-17.09375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,3
 5,10000000,-18.25,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,3
-6,1000000,-17.421875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-6,2000000,-16.703125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-6,3000000,-18.234375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-6,4000000,-15.9375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-6,5000000,-16.546875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-6,6000000,-14.703125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-6,7000000,-14.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-6,8000000,-14.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-6,9000000,-11.875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-6,10000000,-11.4375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,3
-7,1000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-7,2000000,-23.3125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-7,3000000,-21.578125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-7,4000000,-23.078125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-7,5000000,-23.84375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-7,6000000,-23.296875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-7,7000000,-23.53125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-7,8000000,-20.765625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-7,9000000,-23.15625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-7,10000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,3
-8,1000000,-23.96875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-8,2000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-8,3000000,-23.921875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-8,4000000,-23.8125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-8,5000000,-23.921875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-8,6000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-8,7000000,-23.875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-8,8000000,-23.90625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-8,9000000,-23.875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-8,10000000,-23.921875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,3
-9,1000000,-23.53125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-9,2000000,-23.390625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-9,3000000,-23.296875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-9,4000000,-23.75,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-9,5000000,-23.203125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-9,6000000,-23.21875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-9,7000000,-22.4375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-9,8000000,-22.59375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-9,9000000,-22.90625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-9,10000000,-23.390625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,3
-10,1000000,-23.78125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
-10,2000000,-23.6875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
-10,3000000,-21.4375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
-10,4000000,-22.421875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
-10,5000000,-23.546875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
-10,6000000,-22.46875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
-10,7000000,-22.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
-10,8000000,-21.78125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
-10,9000000,-22.546875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
-10,10000000,-22.578125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,3
+6,1000000,-17.421875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+6,2000000,-16.703125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+6,3000000,-18.234375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+6,4000000,-15.9375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+6,5000000,-16.546875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+6,6000000,-14.703125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+6,7000000,-14.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+6,8000000,-14.203125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+6,9000000,-11.875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+6,10000000,-11.4375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,3
+7,1000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+7,2000000,-23.3125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+7,3000000,-21.578125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+7,4000000,-23.078125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+7,5000000,-23.84375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+7,6000000,-23.296875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+7,7000000,-23.53125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+7,8000000,-20.765625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+7,9000000,-23.15625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+7,10000000,-23.375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,3
+8,1000000,-23.96875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+8,2000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+8,3000000,-23.921875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+8,4000000,-23.8125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+8,5000000,-23.921875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+8,6000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+8,7000000,-23.875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+8,8000000,-23.90625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+8,9000000,-23.875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+8,10000000,-23.921875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,3
+9,1000000,-23.53125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+9,2000000,-23.390625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+9,3000000,-23.296875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+9,4000000,-23.75,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+9,5000000,-23.203125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+9,6000000,-23.21875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+9,7000000,-22.4375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+9,8000000,-22.59375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+9,9000000,-22.90625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+9,10000000,-23.390625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,3
+10,1000000,-23.78125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
+10,2000000,-23.6875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
+10,3000000,-21.4375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
+10,4000000,-22.421875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
+10,5000000,-23.546875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
+10,6000000,-22.46875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
+10,7000000,-22.890625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
+10,8000000,-21.78125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
+10,9000000,-22.546875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
+10,10000000,-22.578125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,3
 11,1000000,-22.421875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
 11,2000000,-23.8125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
 11,3000000,-23.921875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
@@ -18039,26 +18039,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-23.953125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
 11,9000000,-23.90625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
 11,10000000,-23.8125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
-12,1000000,-23.28125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-12,2000000,-23.40625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-12,3000000,-23.15625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-12,4000000,-23.078125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-12,5000000,-23.203125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-12,6000000,-23.171875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-12,7000000,-23.15625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-12,8000000,-23.203125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-12,9000000,-23.265625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-12,10000000,-23.078125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,3
-13,1000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
-13,2000000,-23.765625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
-13,3000000,-23.515625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
-13,4000000,-23.390625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
-13,5000000,-23.375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
-13,6000000,-23.34375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
-13,7000000,-23.5625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
-13,8000000,-23.296875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
-13,9000000,-23.203125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
-13,10000000,-23.15625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,3
+12,1000000,-23.28125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+12,2000000,-23.40625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+12,3000000,-23.15625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+12,4000000,-23.078125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+12,5000000,-23.203125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+12,6000000,-23.171875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+12,7000000,-23.15625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+12,8000000,-23.203125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+12,9000000,-23.265625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+12,10000000,-23.078125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,3
+13,1000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
+13,2000000,-23.765625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
+13,3000000,-23.515625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
+13,4000000,-23.390625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
+13,5000000,-23.375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
+13,6000000,-23.34375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
+13,7000000,-23.5625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
+13,8000000,-23.296875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
+13,9000000,-23.203125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
+13,10000000,-23.15625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,3
 14,1000000,-17.078125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
 14,2000000,-16.921875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
 14,3000000,-17.125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
@@ -18069,26 +18069,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-15.859375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
 14,9000000,-17.609375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
 14,10000000,-16.78125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
-15,1000000,-23.46875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,2000000,-23.203125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,3000000,-23.078125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,4000000,-23.140625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,5000000,-23.265625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,6000000,-23.234375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,7000000,-23.125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,8000000,-23.28125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,9000000,-23.546875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,10000000,-23.234375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-16,1000000,-18.296875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
-16,2000000,-19.953125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
-16,3000000,-19.484375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
-16,4000000,-19.71875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
-16,5000000,-17.5625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
-16,6000000,-18.0,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
-16,7000000,-18.296875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
-16,8000000,-19.078125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
-16,9000000,-18.765625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
-16,10000000,-17.421875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,3
+15,1000000,-23.46875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+15,2000000,-23.203125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+15,3000000,-23.078125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+15,4000000,-23.140625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+15,5000000,-23.265625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+15,6000000,-23.234375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+15,7000000,-23.125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+15,8000000,-23.28125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+15,9000000,-23.546875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+15,10000000,-23.234375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,3
+16,1000000,-18.296875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
+16,2000000,-19.953125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
+16,3000000,-19.484375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
+16,4000000,-19.71875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
+16,5000000,-17.5625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
+16,6000000,-18.0,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
+16,7000000,-18.296875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
+16,8000000,-19.078125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
+16,9000000,-18.765625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
+16,10000000,-17.421875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
 17,1000000,-23.046875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
 17,2000000,-22.640625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
 17,3000000,-23.953125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
@@ -18099,26 +18099,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-22.90625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
 17,9000000,-22.75,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
 17,10000000,-22.328125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
-18,1000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-18,2000000,-23.875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-18,3000000,-23.890625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-18,4000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-18,5000000,-23.96875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-18,6000000,-23.890625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-18,7000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-18,8000000,-23.953125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-18,9000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-18,10000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,3
-19,1000000,-23.109375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
-19,2000000,-22.234375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
-19,3000000,-23.5,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
-19,4000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
-19,5000000,-23.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
-19,6000000,-23.671875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
-19,7000000,-22.4375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
-19,8000000,-23.046875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
-19,9000000,-23.84375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
-19,10000000,-23.28125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,3
+18,1000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+18,2000000,-23.875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+18,3000000,-23.890625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+18,4000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+18,5000000,-23.96875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+18,6000000,-23.890625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+18,7000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+18,8000000,-23.953125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+18,9000000,-23.9375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+18,10000000,-23.90625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,3
+19,1000000,-23.109375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
+19,2000000,-22.234375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
+19,3000000,-23.5,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
+19,4000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
+19,5000000,-23.765625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
+19,6000000,-23.671875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
+19,7000000,-22.4375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
+19,8000000,-23.046875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
+19,9000000,-23.84375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
+19,10000000,-23.28125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
 20,1000000,-23.390625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
 20,2000000,-23.9375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
 20,3000000,-23.1875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
@@ -18129,76 +18129,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-23.125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
 20,9000000,-23.921875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
 20,10000000,-23.984375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
-21,1000000,-22.0,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-21,2000000,-23.390625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-21,3000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-21,4000000,-23.875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-21,5000000,-23.5625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-21,6000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-21,7000000,-23.28125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-21,8000000,-23.8125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-21,9000000,-23.46875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-21,10000000,-23.453125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,3
-22,1000000,-17.28125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-22,2000000,-20.0625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-22,3000000,-17.78125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-22,4000000,-17.765625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-22,5000000,-18.203125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-22,6000000,-17.359375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-22,7000000,-17.9375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-22,8000000,-18.078125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-22,9000000,-16.828125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-22,10000000,-19.046875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,3
-23,1000000,-17.234375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-23,2000000,-14.734375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-23,3000000,-12.453125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-23,4000000,-16.15625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-23,5000000,-17.78125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-23,6000000,-14.921875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-23,7000000,-16.1875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-23,8000000,-18.28125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-23,9000000,-17.921875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-23,10000000,-14.875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,3
-24,1000000,-23.59375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-24,2000000,-23.796875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-24,3000000,-23.984375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-24,4000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-24,5000000,-23.5625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-24,6000000,-22.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-24,7000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-24,8000000,-23.390625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-24,9000000,-23.25,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-24,10000000,-23.4375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,3
-25,1000000,-16.828125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-25,2000000,-16.59375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-25,3000000,-23.40625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-25,4000000,-21.546875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-25,5000000,-23.28125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-25,6000000,-23.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-25,7000000,-22.9375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-25,8000000,-19.53125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-25,9000000,-22.578125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-25,10000000,-21.109375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,3
-26,1000000,-23.125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-26,2000000,-23.1875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-26,3000000,-23.171875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-26,4000000,-22.234375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-26,5000000,-22.109375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-26,6000000,-22.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-26,7000000,-23.1875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-26,8000000,-23.90625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-26,9000000,-22.75,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-26,10000000,-21.546875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,3
-27,1000000,-22.59375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
-27,2000000,-23.921875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
-27,3000000,-23.734375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
-27,4000000,-23.625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
-27,5000000,-21.484375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
-27,6000000,-23.640625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
-27,7000000,-23.953125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
-27,8000000,-23.46875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
-27,9000000,-23.265625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
-27,10000000,-21.796875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,3
+21,1000000,-22.0,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+21,2000000,-23.390625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+21,3000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+21,4000000,-23.875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+21,5000000,-23.5625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+21,6000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+21,7000000,-23.28125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+21,8000000,-23.8125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+21,9000000,-23.46875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+21,10000000,-23.453125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,3
+22,1000000,-17.28125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+22,2000000,-20.0625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+22,3000000,-17.78125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+22,4000000,-17.765625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+22,5000000,-18.203125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+22,6000000,-17.359375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+22,7000000,-17.9375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+22,8000000,-18.078125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+22,9000000,-16.828125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+22,10000000,-19.046875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,3
+23,1000000,-17.234375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+23,2000000,-14.734375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+23,3000000,-12.453125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+23,4000000,-16.15625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+23,5000000,-17.78125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+23,6000000,-14.921875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+23,7000000,-16.1875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+23,8000000,-18.28125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+23,9000000,-17.921875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+23,10000000,-14.875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,3
+24,1000000,-23.59375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+24,2000000,-23.796875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+24,3000000,-23.984375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+24,4000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+24,5000000,-23.5625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+24,6000000,-22.890625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+24,7000000,-23.9375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+24,8000000,-23.390625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+24,9000000,-23.25,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+24,10000000,-23.4375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,3
+25,1000000,-16.828125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+25,2000000,-16.59375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+25,3000000,-23.40625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+25,4000000,-21.546875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+25,5000000,-23.28125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+25,6000000,-23.421875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+25,7000000,-22.9375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+25,8000000,-19.53125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+25,9000000,-22.578125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+25,10000000,-21.109375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,3
+26,1000000,-23.125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+26,2000000,-23.1875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+26,3000000,-23.171875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+26,4000000,-22.234375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+26,5000000,-22.109375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+26,6000000,-22.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+26,7000000,-23.1875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+26,8000000,-23.90625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+26,9000000,-22.75,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+26,10000000,-21.546875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,3
+27,1000000,-22.59375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
+27,2000000,-23.921875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
+27,3000000,-23.734375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
+27,4000000,-23.625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
+27,5000000,-21.484375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
+27,6000000,-23.640625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
+27,7000000,-23.953125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
+27,8000000,-23.46875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
+27,9000000,-23.265625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
+27,10000000,-21.796875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,3
 28,1000000,-20.9375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,3
 28,2000000,-21.921875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,3
 28,3000000,-20.703125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,3
@@ -18209,56 +18209,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-21.953125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,3
 28,9000000,-22.375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,3
 28,10000000,-21.21875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,3
-29,1000000,-23.21875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-29,2000000,-22.765625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-29,3000000,-22.625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-29,4000000,-22.734375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-29,5000000,-21.625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-29,6000000,-23.296875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-29,7000000,-23.109375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-29,8000000,-23.359375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-29,9000000,-20.703125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-29,10000000,-23.40625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,3
-30,1000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-30,2000000,-23.390625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-30,3000000,-23.078125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-30,4000000,-23.453125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-30,5000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-30,6000000,-23.375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-30,7000000,-23.375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-30,8000000,-23.765625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-30,9000000,-23.140625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-30,10000000,-22.828125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,3
-31,1000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-31,2000000,-23.296875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-31,3000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-31,4000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-31,5000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-31,6000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-31,7000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-31,8000000,-23.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-31,9000000,-23.921875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-31,10000000,-23.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,3
-32,1000000,-23.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-32,2000000,-23.984375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-32,3000000,-22.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-32,4000000,-23.546875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-32,5000000,-23.171875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-32,6000000,-24.0,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-32,7000000,-23.3125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-32,8000000,-23.625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-32,9000000,-23.125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-32,10000000,-23.078125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,3
-33,1000000,-23.484375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
-33,2000000,-22.59375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
-33,3000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
-33,4000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
-33,5000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
-33,6000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
-33,7000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
-33,8000000,-23.859375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
-33,9000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
-33,10000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,3
+29,1000000,-23.21875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+29,2000000,-22.765625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+29,3000000,-22.625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+29,4000000,-22.734375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+29,5000000,-21.625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+29,6000000,-23.296875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+29,7000000,-23.109375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+29,8000000,-23.359375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+29,9000000,-20.703125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+29,10000000,-23.40625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,3
+30,1000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+30,2000000,-23.390625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+30,3000000,-23.078125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+30,4000000,-23.453125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+30,5000000,-23.96875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+30,6000000,-23.375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+30,7000000,-23.375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+30,8000000,-23.765625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+30,9000000,-23.140625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+30,10000000,-22.828125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,3
+31,1000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+31,2000000,-23.296875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+31,3000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+31,4000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+31,5000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+31,6000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+31,7000000,-23.96875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+31,8000000,-23.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+31,9000000,-23.921875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+31,10000000,-23.984375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,3
+32,1000000,-23.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+32,2000000,-23.984375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+32,3000000,-22.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+32,4000000,-23.546875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+32,5000000,-23.171875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+32,6000000,-24.0,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+32,7000000,-23.3125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+32,8000000,-23.625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+32,9000000,-23.125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+32,10000000,-23.078125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,3
+33,1000000,-23.484375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
+33,2000000,-22.59375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
+33,3000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
+33,4000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
+33,5000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
+33,6000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
+33,7000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
+33,8000000,-23.859375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
+33,9000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
+33,10000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,3
 34,1000000,-20.4375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
 34,2000000,-17.65625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
 34,3000000,-19.140625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
@@ -18269,96 +18269,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-19.203125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
 34,9000000,-18.28125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
 34,10000000,-18.75,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
-35,1000000,-23.28125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-35,2000000,-23.390625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-35,3000000,-23.3125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-35,4000000,-21.765625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-35,5000000,-23.203125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-35,6000000,-23.296875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-35,7000000,-22.984375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-35,8000000,-23.328125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-35,9000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-35,10000000,-22.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,3
-36,1000000,-22.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-36,2000000,-23.984375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-36,3000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-36,4000000,-23.203125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-36,5000000,-22.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-36,6000000,-22.75,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-36,7000000,-23.6875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-36,8000000,-23.375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-36,9000000,-23.53125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-36,10000000,-23.921875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,3
-37,1000000,-23.453125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-37,2000000,-22.796875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-37,3000000,-23.09375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-37,4000000,-23.59375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-37,5000000,-23.390625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-37,6000000,-23.5,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-37,7000000,-23.515625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-37,8000000,-23.5,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-37,9000000,-23.515625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-37,10000000,-23.40625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,3
-38,1000000,-22.84375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-38,2000000,-19.359375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-38,3000000,-20.296875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-38,4000000,-20.0625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-38,5000000,-19.0,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-38,6000000,-18.015625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-38,7000000,-18.0,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-38,8000000,-16.265625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-38,9000000,-17.46875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-38,10000000,-17.625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,3
-39,1000000,-22.921875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-39,2000000,-23.3125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-39,3000000,-23.21875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-39,4000000,-23.09375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-39,5000000,-23.59375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-39,6000000,-23.21875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-39,7000000,-22.640625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-39,8000000,-23.515625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-39,9000000,-23.96875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-39,10000000,-23.953125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,3
-40,1000000,-18.90625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-40,2000000,-19.0,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-40,3000000,-17.203125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-40,4000000,-18.5,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-40,5000000,-18.015625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-40,6000000,-17.4375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-40,7000000,-17.421875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-40,8000000,-17.328125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-40,9000000,-17.4375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-40,10000000,-17.1875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,3
-41,1000000,-23.265625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-41,2000000,-23.96875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-41,3000000,-22.984375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-41,4000000,-23.359375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-41,5000000,-22.125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-41,6000000,-20.359375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-41,7000000,-22.09375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-41,8000000,-23.0,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-41,9000000,-23.5625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-41,10000000,-23.9375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,3
-42,1000000,-21.78125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-42,2000000,-19.84375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-42,3000000,-18.046875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-42,4000000,-16.359375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-42,5000000,-14.828125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-42,6000000,-16.671875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-42,7000000,-15.34375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-42,8000000,-17.796875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-42,9000000,-14.75,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-42,10000000,-13.703125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,3
-43,1000000,-23.703125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
-43,2000000,-23.96875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
-43,3000000,-23.578125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
-43,4000000,-23.390625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
-43,5000000,-23.421875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
-43,6000000,-23.953125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
-43,7000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
-43,8000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
-43,9000000,-23.265625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
-43,10000000,-23.5,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,3
+35,1000000,-23.28125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+35,2000000,-23.390625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+35,3000000,-23.3125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+35,4000000,-21.765625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+35,5000000,-23.203125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+35,6000000,-23.296875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+35,7000000,-22.984375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+35,8000000,-23.328125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+35,9000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+35,10000000,-22.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,3
+36,1000000,-22.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+36,2000000,-23.984375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+36,3000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+36,4000000,-23.203125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+36,5000000,-22.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+36,6000000,-22.75,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+36,7000000,-23.6875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+36,8000000,-23.375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+36,9000000,-23.53125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+36,10000000,-23.921875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,3
+37,1000000,-23.453125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+37,2000000,-22.796875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+37,3000000,-23.09375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+37,4000000,-23.59375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+37,5000000,-23.390625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+37,6000000,-23.5,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+37,7000000,-23.515625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+37,8000000,-23.5,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+37,9000000,-23.515625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+37,10000000,-23.40625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,3
+38,1000000,-22.84375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+38,2000000,-19.359375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+38,3000000,-20.296875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+38,4000000,-20.0625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+38,5000000,-19.0,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+38,6000000,-18.015625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+38,7000000,-18.0,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+38,8000000,-16.265625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+38,9000000,-17.46875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+38,10000000,-17.625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,3
+39,1000000,-22.921875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+39,2000000,-23.3125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+39,3000000,-23.21875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+39,4000000,-23.09375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+39,5000000,-23.59375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+39,6000000,-23.21875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+39,7000000,-22.640625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+39,8000000,-23.515625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+39,9000000,-23.96875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+39,10000000,-23.953125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,3
+40,1000000,-18.90625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+40,2000000,-19.0,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+40,3000000,-17.203125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+40,4000000,-18.5,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+40,5000000,-18.015625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+40,6000000,-17.4375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+40,7000000,-17.421875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+40,8000000,-17.328125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+40,9000000,-17.4375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+40,10000000,-17.1875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,3
+41,1000000,-23.265625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+41,2000000,-23.96875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+41,3000000,-22.984375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+41,4000000,-23.359375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+41,5000000,-22.125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+41,6000000,-20.359375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+41,7000000,-22.09375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+41,8000000,-23.0,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+41,9000000,-23.5625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+41,10000000,-23.9375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,3
+42,1000000,-21.78125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+42,2000000,-19.84375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+42,3000000,-18.046875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+42,4000000,-16.359375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+42,5000000,-14.828125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+42,6000000,-16.671875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+42,7000000,-15.34375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+42,8000000,-17.796875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+42,9000000,-14.75,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+42,10000000,-13.703125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,3
+43,1000000,-23.703125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
+43,2000000,-23.96875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
+43,3000000,-23.578125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
+43,4000000,-23.390625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
+43,5000000,-23.421875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
+43,6000000,-23.953125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
+43,7000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
+43,8000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
+43,9000000,-23.265625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
+43,10000000,-23.5,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,3
 44,1000000,-23.15625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,3
 44,2000000,-23.09375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,3
 44,3000000,-23.609375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,3
@@ -18369,56 +18369,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.546875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,3
 44,9000000,-23.875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,3
 44,10000000,-23.625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,3
-45,1000000,-23.5625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-45,2000000,-23.609375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-45,3000000,-23.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-45,4000000,-23.46875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-45,5000000,-23.5625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-45,6000000,-23.34375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-45,7000000,-23.46875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-45,8000000,-23.5,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-45,9000000,-23.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-45,10000000,-23.421875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,3
-46,1000000,-21.71875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-46,2000000,-17.75,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-46,3000000,-17.71875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-46,4000000,-17.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-46,5000000,-21.671875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-46,6000000,-18.484375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-46,7000000,-19.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-46,8000000,-18.453125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-46,9000000,-19.59375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-46,10000000,-17.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,3
-47,1000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-47,2000000,-23.40625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-47,3000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-47,4000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-47,5000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-47,6000000,-23.484375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-47,7000000,-23.953125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-47,8000000,-23.421875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-47,9000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-47,10000000,-23.3125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,3
-48,1000000,-18.03125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-48,2000000,-19.234375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-48,3000000,-17.40625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-48,4000000,-17.953125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-48,5000000,-19.21875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-48,6000000,-21.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-48,7000000,-18.25,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-48,8000000,-19.3125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-48,9000000,-19.015625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-48,10000000,-19.3125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,3
-49,1000000,-23.546875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
-49,2000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
-49,3000000,-23.640625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
-49,4000000,-22.953125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
-49,5000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
-49,6000000,-23.953125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
-49,7000000,-23.796875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
-49,8000000,-23.671875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
-49,9000000,-23.671875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
-49,10000000,-23.765625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,3
+45,1000000,-23.5625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+45,2000000,-23.609375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+45,3000000,-23.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+45,4000000,-23.46875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+45,5000000,-23.5625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+45,6000000,-23.34375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+45,7000000,-23.46875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+45,8000000,-23.5,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+45,9000000,-23.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+45,10000000,-23.421875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,3
+46,1000000,-21.71875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+46,2000000,-17.75,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+46,3000000,-17.71875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+46,4000000,-17.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+46,5000000,-21.671875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+46,6000000,-18.484375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+46,7000000,-19.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+46,8000000,-18.453125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+46,9000000,-19.59375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+46,10000000,-17.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,3
+47,1000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+47,2000000,-23.40625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+47,3000000,-23.546875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+47,4000000,-23.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+47,5000000,-23.921875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+47,6000000,-23.484375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+47,7000000,-23.953125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+47,8000000,-23.421875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+47,9000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+47,10000000,-23.3125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,3
+48,1000000,-18.03125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+48,2000000,-19.234375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+48,3000000,-17.40625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+48,4000000,-17.953125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+48,5000000,-19.21875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+48,6000000,-21.375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+48,7000000,-18.25,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+48,8000000,-19.3125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+48,9000000,-19.015625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+48,10000000,-19.3125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,3
+49,1000000,-23.546875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
+49,2000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
+49,3000000,-23.640625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
+49,4000000,-22.953125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
+49,5000000,-23.921875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
+49,6000000,-23.953125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
+49,7000000,-23.796875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
+49,8000000,-23.671875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
+49,9000000,-23.671875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
+49,10000000,-23.765625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
 50,1000000,-23.109375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
 50,2000000,-23.59375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
 50,3000000,-23.875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
@@ -18429,26 +18429,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-22.96875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
 50,9000000,-22.546875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
 50,10000000,-23.53125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
-51,1000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,2000000,-23.953125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,3000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,4000000,-23.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,5000000,-23.921875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,6000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,7000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,8000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,9000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,10000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-52,1000000,-17.9375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
-52,2000000,-18.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
-52,3000000,-17.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
-52,4000000,-14.9375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
-52,5000000,-16.0,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
-52,6000000,-13.65625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
-52,7000000,-14.359375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
-52,8000000,-13.875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
-52,9000000,-13.078125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
-52,10000000,-10.703125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,3
+51,1000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+51,2000000,-23.953125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+51,3000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+51,4000000,-23.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+51,5000000,-23.921875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+51,6000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+51,7000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+51,8000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+51,9000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+51,10000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,3
+52,1000000,-17.9375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,2000000,-18.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,3000000,-17.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,4000000,-14.9375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,5000000,-16.0,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,6000000,-13.65625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,7000000,-14.359375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,8000000,-13.875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,9000000,-13.078125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,10000000,-10.703125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
 53,1000000,-23.453125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,3
 53,2000000,-23.703125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,3
 53,3000000,-23.328125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,3
@@ -18469,16 +18469,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-17.015625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,3
 54,9000000,-18.78125,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,3
 54,10000000,-19.34375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,3
-55,1000000,-20.703125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,2000000,-18.234375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,3000000,-16.359375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,4000000,-16.546875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,5000000,-17.875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,6000000,-14.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,7000000,-14.140625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,8000000,-15.734375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,9000000,-17.109375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,10000000,-16.25,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
+55,1000000,-20.703125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,2000000,-18.234375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,3000000,-16.359375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,4000000,-16.546875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,5000000,-17.875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,6000000,-14.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,7000000,-14.140625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,8000000,-15.734375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,9000000,-17.109375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,10000000,-16.25,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
 56,1000000,-20.90625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
 56,2000000,-23.953125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
 56,3000000,-18.140625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
@@ -18489,16 +18489,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-23.421875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
 56,9000000,-23.453125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
 56,10000000,-23.890625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
-57,1000000,-23.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,2000000,-23.421875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,3000000,-23.859375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,4000000,-23.859375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,5000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,6000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,7000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,8000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,9000000,-22.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,10000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
+57,1000000,-23.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,2000000,-23.421875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,3000000,-23.859375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,4000000,-23.859375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,5000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,6000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,7000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,8000000,-23.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,9000000,-22.984375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,10000000,-23.9375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
 58,1000000,-21.515625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
 58,2000000,-19.359375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
 58,3000000,-19.59375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
@@ -18509,26 +18509,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-12.21875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
 58,9000000,-13.640625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
 58,10000000,-14.421875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
-59,1000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,2000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,3000000,-23.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,4000000,-23.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,5000000,-23.390625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,6000000,-23.375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,7000000,-24.0,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,8000000,-23.296875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,9000000,-23.375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,10000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-60,1000000,-23.609375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,2000000,-20.796875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,3000000,-21.796875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,4000000,-19.453125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,5000000,-22.09375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,6000000,-20.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,7000000,-23.5625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,8000000,-23.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,9000000,-23.234375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,10000000,-23.25,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
+59,1000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,2000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,3000000,-23.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,4000000,-23.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,5000000,-23.390625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,6000000,-23.375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,7000000,-24.0,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,8000000,-23.296875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,9000000,-23.375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,10000000,-23.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+60,1000000,-23.609375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,2000000,-20.796875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,3000000,-21.796875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,4000000,-19.453125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,5000000,-22.09375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,6000000,-20.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,7000000,-23.5625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,8000000,-23.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,9000000,-23.234375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,10000000,-23.25,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
 61,1000000,-22.765625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
 61,2000000,-18.359375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
 61,3000000,-18.15625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
@@ -18539,16 +18539,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-16.8125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
 61,9000000,-15.484375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
 61,10000000,-13.328125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
-62,1000000,-23.953125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,2000000,-23.859375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,3000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,4000000,-24.0,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,5000000,-23.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,6000000,-23.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,7000000,-23.921875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,8000000,-23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,9000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,10000000,-23.84375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
+62,1000000,-23.953125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,2000000,-23.859375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,3000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,4000000,-24.0,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,5000000,-23.890625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,6000000,-23.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,7000000,-23.921875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,8000000,-23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,9000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,10000000,-23.84375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
 63,1000000,-23.921875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
 63,2000000,-23.921875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
 63,3000000,-23.0,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
@@ -18559,16 +18559,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.890625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
 63,9000000,-23.953125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
 63,10000000,-23.90625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
-64,1000000,-19.25,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,2000000,-17.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,3000000,-16.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,4000000,-14.8125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,5000000,-16.546875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,6000000,-15.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,7000000,-16.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,8000000,-14.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,9000000,-17.65625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,10000000,-10.828125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
+64,1000000,-19.25,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,2000000,-17.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,3000000,-16.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,4000000,-14.8125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,5000000,-16.546875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,6000000,-15.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,7000000,-16.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,8000000,-14.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,9000000,-17.65625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,10000000,-10.828125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
 65,1000000,-19.03125,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,3
 65,2000000,-21.265625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,3
 65,3000000,-19.46875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,3
@@ -18589,16 +18589,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-22.640625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,3
 66,9000000,-23.34375,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,3
 66,10000000,-22.734375,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,3
-67,1000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,2000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,3000000,-23.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,4000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,5000000,-23.953125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,6000000,-23.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,7000000,-23.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,8000000,-23.828125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,9000000,-24.0,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,10000000,-23.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
+67,1000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,2000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,3000000,-23.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,4000000,-23.9375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,5000000,-23.953125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,6000000,-23.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,7000000,-23.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,8000000,-23.828125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,9000000,-24.0,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,10000000,-23.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
 68,1000000,-22.953125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,3
 68,2000000,-23.8125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,3
 68,3000000,-22.78125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,3
@@ -18629,46 +18629,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-23.1875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,3
 70,9000000,-23.109375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,3
 70,10000000,-23.625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,3
-71,1000000,-17.59375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,2000000,-19.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,3000000,-18.828125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,4000000,-18.140625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,5000000,-18.765625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,6000000,-19.859375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,7000000,-17.75,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,8000000,-18.234375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,9000000,-18.546875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,10000000,-17.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-72,1000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,2000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,3000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,4000000,-23.96875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,5000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,6000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,7000000,-23.609375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,8000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,9000000,-22.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,10000000,-23.546875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-73,1000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,2000000,-23.3125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,3000000,-23.546875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,4000000,-23.515625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,5000000,-23.6875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,6000000,-23.390625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,7000000,-23.640625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,8000000,-23.640625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,9000000,-23.328125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,10000000,-23.390625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-74,1000000,-23.484375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,2000000,-22.296875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,3000000,-23.140625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,4000000,-20.359375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,5000000,-23.5,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,6000000,-23.5,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,7000000,-21.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,8000000,-23.625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,9000000,-23.375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,10000000,-22.21875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
+71,1000000,-17.59375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,2000000,-19.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,3000000,-18.828125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,4000000,-18.140625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,5000000,-18.765625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,6000000,-19.859375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,7000000,-17.75,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,8000000,-18.234375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,9000000,-18.546875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,10000000,-17.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+72,1000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,2000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,3000000,-23.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,4000000,-23.96875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,5000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,6000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,7000000,-23.609375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,8000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,9000000,-22.953125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,10000000,-23.546875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+73,1000000,-23.375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,2000000,-23.3125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,3000000,-23.546875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,4000000,-23.515625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,5000000,-23.6875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,6000000,-23.390625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,7000000,-23.640625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,8000000,-23.640625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,9000000,-23.328125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,10000000,-23.390625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+74,1000000,-23.484375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,2000000,-22.296875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,3000000,-23.140625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,4000000,-20.359375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,5000000,-23.5,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,6000000,-23.5,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,7000000,-21.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,8000000,-23.625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,9000000,-23.375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,10000000,-22.21875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
 75,1000000,-23.953125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,3
 75,2000000,-23.625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,3
 75,3000000,-23.9375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,3
@@ -18689,56 +18689,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-23.109375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,3
 76,9000000,-21.84375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,3
 76,10000000,-21.453125,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,3
-77,1000000,-23.25,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,2000000,-23.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,3000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,4000000,-23.203125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,5000000,-23.84375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,6000000,-23.390625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,7000000,-23.25,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,8000000,-22.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,9000000,-23.984375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,10000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-78,1000000,-20.859375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-78,2000000,-18.65625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-78,3000000,-19.96875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-78,4000000,-21.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-78,5000000,-20.828125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-78,6000000,-16.25,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-78,7000000,-19.8125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-78,8000000,-17.15625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-78,9000000,-16.703125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-78,10000000,-16.734375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,3
-79,1000000,-19.28125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-79,2000000,-18.421875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-79,3000000,-18.265625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-79,4000000,-17.1875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-79,5000000,-16.984375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-79,6000000,-15.3125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-79,7000000,-17.40625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-79,8000000,-16.0,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-79,9000000,-15.09375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-79,10000000,-15.46875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,3
-80,1000000,-23.109375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-80,2000000,-21.40625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-80,3000000,-20.984375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-80,4000000,-23.5625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-80,5000000,-21.40625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-80,6000000,-22.9375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-80,7000000,-21.828125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-80,8000000,-22.75,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-80,9000000,-21.0,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-80,10000000,-21.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,3
-81,1000000,-23.421875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
-81,2000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
-81,3000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
-81,4000000,-23.40625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
-81,5000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
-81,6000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
-81,7000000,-23.4375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
-81,8000000,-23.5,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
-81,9000000,-23.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
-81,10000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,3
+77,1000000,-23.25,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+77,2000000,-23.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+77,3000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+77,4000000,-23.203125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+77,5000000,-23.84375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+77,6000000,-23.390625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+77,7000000,-23.25,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+77,8000000,-22.921875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+77,9000000,-23.984375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+77,10000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,3
+78,1000000,-20.859375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+78,2000000,-18.65625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+78,3000000,-19.96875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+78,4000000,-21.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+78,5000000,-20.828125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+78,6000000,-16.25,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+78,7000000,-19.8125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+78,8000000,-17.15625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+78,9000000,-16.703125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+78,10000000,-16.734375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,3
+79,1000000,-19.28125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+79,2000000,-18.421875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+79,3000000,-18.265625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+79,4000000,-17.1875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+79,5000000,-16.984375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+79,6000000,-15.3125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+79,7000000,-17.40625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+79,8000000,-16.0,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+79,9000000,-15.09375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+79,10000000,-15.46875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,3
+80,1000000,-23.109375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+80,2000000,-21.40625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+80,3000000,-20.984375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+80,4000000,-23.5625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+80,5000000,-21.40625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+80,6000000,-22.9375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+80,7000000,-21.828125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+80,8000000,-22.75,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+80,9000000,-21.0,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+80,10000000,-21.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,3
+81,1000000,-23.421875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
+81,2000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
+81,3000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
+81,4000000,-23.40625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
+81,5000000,-23.953125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
+81,6000000,-23.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
+81,7000000,-23.4375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
+81,8000000,-23.5,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
+81,9000000,-23.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
+81,10000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,3
 82,1000000,-19.921875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,3
 82,2000000,-18.515625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,3
 82,3000000,-17.65625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,3
@@ -18749,46 +18749,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-15.671875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,3
 82,9000000,-14.453125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,3
 82,10000000,-12.546875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,3
-83,1000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-83,2000000,-23.359375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-83,3000000,-23.34375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-83,4000000,-23.15625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-83,5000000,-23.34375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-83,6000000,-23.21875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-83,7000000,-23.171875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-83,8000000,-23.265625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-83,9000000,-23.09375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-83,10000000,-23.203125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,3
-84,1000000,-17.734375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-84,2000000,-17.734375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-84,3000000,-19.5625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-84,4000000,-17.265625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-84,5000000,-17.171875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-84,6000000,-17.515625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-84,7000000,-16.03125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-84,8000000,-18.234375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-84,9000000,-14.875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-84,10000000,-18.828125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,3
-85,1000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-85,2000000,-23.0,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-85,3000000,-24.0,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-85,4000000,-23.390625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-85,5000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-85,6000000,-23.546875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-85,7000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-85,8000000,-23.4375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-85,9000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-85,10000000,-23.90625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,3
-86,1000000,-21.09375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
-86,2000000,-19.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
-86,3000000,-19.359375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
-86,4000000,-17.859375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
-86,5000000,-17.890625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
-86,6000000,-17.171875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
-86,7000000,-15.453125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
-86,8000000,-15.78125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
-86,9000000,-18.078125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
-86,10000000,-17.25,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,3
+83,1000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,2000000,-23.359375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,3000000,-23.34375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,4000000,-23.15625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,5000000,-23.34375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,6000000,-23.21875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,7000000,-23.171875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,8000000,-23.265625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,9000000,-23.09375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,10000000,-23.203125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+84,1000000,-17.734375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,2000000,-17.734375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,3000000,-19.5625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,4000000,-17.265625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,5000000,-17.171875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,6000000,-17.515625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,7000000,-16.03125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,8000000,-18.234375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,9000000,-14.875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,10000000,-18.828125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+85,1000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,2000000,-23.0,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,3000000,-24.0,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,4000000,-23.390625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,5000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,6000000,-23.546875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,7000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,8000000,-23.4375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,9000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,10000000,-23.90625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+86,1000000,-21.09375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,2000000,-19.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,3000000,-19.359375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,4000000,-17.859375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,5000000,-17.890625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,6000000,-17.171875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,7000000,-15.453125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,8000000,-15.78125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,9000000,-18.078125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,10000000,-17.25,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
 87,1000000,-22.875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
 87,2000000,-23.140625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
 87,3000000,-23.28125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
@@ -18799,16 +18799,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-21.421875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
 87,9000000,-23.5625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
 87,10000000,-23.03125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
-88,1000000,-21.140625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,2000000,-19.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,3000000,-23.140625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,4000000,-21.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,5000000,-23.828125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,6000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,7000000,-23.890625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,8000000,-23.828125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,9000000,-23.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,10000000,-23.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
+88,1000000,-21.140625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,2000000,-19.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,3000000,-23.140625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,4000000,-21.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,5000000,-23.828125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,6000000,-23.921875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,7000000,-23.890625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,8000000,-23.828125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,9000000,-23.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,10000000,-23.9375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
 89,1000000,-20.03125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
 89,2000000,-18.484375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
 89,3000000,-19.4375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
@@ -18819,36 +18819,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-20.3125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
 89,9000000,-21.609375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
 89,10000000,-18.3125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
-90,1000000,-23.859375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,2000000,-23.890625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,3000000,-23.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,4000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,5000000,-23.796875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,6000000,-22.9375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,7000000,-22.21875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,8000000,-23.015625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,9000000,-23.015625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,10000000,-22.671875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-91,1000000,-18.3125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-91,2000000,-18.171875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-91,3000000,-17.046875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-91,4000000,-16.6875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-91,5000000,-18.34375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-91,6000000,-17.40625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-91,7000000,-17.546875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-91,8000000,-17.890625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-91,9000000,-17.0625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-91,10000000,-18.515625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-92,1000000,-22.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,2000000,-23.359375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,3000000,-23.125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,4000000,-23.171875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,5000000,-22.734375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,6000000,-22.53125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,7000000,-22.0625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,8000000,-23.015625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,9000000,-23.046875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,10000000,-23.109375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
+90,1000000,-23.859375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+90,2000000,-23.890625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+90,3000000,-23.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+90,4000000,-23.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+90,5000000,-23.796875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+90,6000000,-22.9375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+90,7000000,-22.21875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+90,8000000,-23.015625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+90,9000000,-23.015625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+90,10000000,-22.671875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
+91,1000000,-18.3125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,2000000,-18.171875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,3000000,-17.046875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,4000000,-16.6875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,5000000,-18.34375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,6000000,-17.40625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,7000000,-17.546875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,8000000,-17.890625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,9000000,-17.0625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,10000000,-18.515625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+92,1000000,-22.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,2000000,-23.359375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,3000000,-23.125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,4000000,-23.171875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,5000000,-22.734375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,6000000,-22.53125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,7000000,-22.0625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,8000000,-23.015625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,9000000,-23.046875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,10000000,-23.109375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
 93,1000000,-23.046875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
 93,2000000,-21.96875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
 93,3000000,-23.25,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
@@ -18859,36 +18859,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-23.875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
 93,9000000,-24.0,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
 93,10000000,-22.265625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
-94,1000000,-23.78125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,2000000,-23.3125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,3000000,-23.8125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,4000000,-23.5625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,5000000,-23.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,6000000,-24.0,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,7000000,-23.359375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,8000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,9000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,10000000,-23.421875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-95,1000000,-17.484375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,2000000,-18.90625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,3000000,-19.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,4000000,-18.46875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,5000000,-18.6875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,6000000,-18.28125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,7000000,-18.5625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,8000000,-17.375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,9000000,-17.609375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,10000000,-17.421875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-96,1000000,-19.609375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,2000000,-22.578125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,3000000,-20.625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,4000000,-22.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,5000000,-22.15625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,6000000,-22.703125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,7000000,-21.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,8000000,-22.40625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,9000000,-23.125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,10000000,-23.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
+94,1000000,-23.78125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,2000000,-23.3125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,3000000,-23.8125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,4000000,-23.5625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,5000000,-23.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,6000000,-24.0,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,7000000,-23.359375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,8000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,9000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,10000000,-23.421875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+95,1000000,-17.484375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,2000000,-18.90625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,3000000,-19.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,4000000,-18.46875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,5000000,-18.6875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,6000000,-18.28125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,7000000,-18.5625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,8000000,-17.375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,9000000,-17.609375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,10000000,-17.421875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+96,1000000,-19.609375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,2000000,-22.578125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,3000000,-20.625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,4000000,-22.765625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,5000000,-22.15625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,6000000,-22.703125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,7000000,-21.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,8000000,-22.40625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,9000000,-23.125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,10000000,-23.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
 97,1000000,-23.375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,3
 97,2000000,-23.90625,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,3
 97,3000000,-23.96875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,3
@@ -18909,36 +18909,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-23.40625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,3
 98,9000000,-23.96875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,3
 98,10000000,-23.203125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,3
-99,1000000,-20.75,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,2000000,-16.875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,3000000,-17.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,4000000,-11.921875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,5000000,-15.953125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,6000000,-15.171875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,7000000,-16.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,8000000,-15.875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,9000000,-15.140625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,10000000,-12.8125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-100,1000000,-22.25,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,2000000,-23.09375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,3000000,-23.953125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,4000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,5000000,-23.53125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,6000000,-23.046875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,7000000,-23.375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,8000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,9000000,-23.53125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,10000000,-23.96875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-101,1000000,-18.390625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,2000000,-17.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,3000000,-15.84375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,4000000,-16.453125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,5000000,-17.484375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,6000000,-17.203125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,7000000,-17.375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,8000000,-16.09375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,9000000,-17.078125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,10000000,-15.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
+99,1000000,-20.75,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,2000000,-16.875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,3000000,-17.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,4000000,-11.921875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,5000000,-15.953125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,6000000,-15.171875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,7000000,-16.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,8000000,-15.875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,9000000,-15.140625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,10000000,-12.8125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+100,1000000,-22.25,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,2000000,-23.09375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,3000000,-23.953125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,4000000,-23.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,5000000,-23.53125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,6000000,-23.046875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,7000000,-23.375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,8000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,9000000,-23.53125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,10000000,-23.96875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+101,1000000,-18.390625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,2000000,-17.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,3000000,-15.84375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,4000000,-16.453125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,5000000,-17.484375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,6000000,-17.203125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,7000000,-17.375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,8000000,-16.09375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,9000000,-17.078125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,10000000,-15.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
 102,1000000,-18.921875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,3
 102,2000000,-19.15625,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,3
 102,3000000,-17.796875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,3
@@ -18969,56 +18969,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-22.03125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,3
 104,9000000,-23.765625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,3
 104,10000000,-22.6875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,3
-105,1000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,2000000,-23.890625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,3000000,-23.125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,4000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,5000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,6000000,-23.53125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,7000000,-23.625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,8000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,9000000,-23.21875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,10000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-106,1000000,-22.875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,2000000,-23.015625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,3000000,-23.046875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,4000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,5000000,-23.0,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,6000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,7000000,-22.703125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,8000000,-23.125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,9000000,-22.96875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,10000000,-22.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-107,1000000,-19.390625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-107,2000000,-15.28125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-107,3000000,-19.5625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-107,4000000,-18.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-107,5000000,-19.046875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-107,6000000,-18.53125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-107,7000000,-19.015625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-107,8000000,-18.71875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-107,9000000,-19.09375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-107,10000000,-18.375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,3
-108,1000000,-23.890625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-108,2000000,-23.84375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-108,3000000,-23.875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-108,4000000,-23.796875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-108,5000000,-23.875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-108,6000000,-23.921875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-108,7000000,-23.9375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-108,8000000,-23.875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-108,9000000,-23.9375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-108,10000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,3
-109,1000000,-22.578125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
-109,2000000,-20.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
-109,3000000,-22.78125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
-109,4000000,-22.5625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
-109,5000000,-22.84375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
-109,6000000,-22.625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
-109,7000000,-23.1875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
-109,8000000,-22.921875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
-109,9000000,-23.765625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
-109,10000000,-23.078125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,3
+105,1000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+105,2000000,-23.890625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+105,3000000,-23.125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+105,4000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+105,5000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+105,6000000,-23.53125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+105,7000000,-23.625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+105,8000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+105,9000000,-23.21875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+105,10000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,3
+106,1000000,-22.875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+106,2000000,-23.015625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+106,3000000,-23.046875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+106,4000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+106,5000000,-23.0,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+106,6000000,-22.984375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+106,7000000,-22.703125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+106,8000000,-23.125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+106,9000000,-22.96875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+106,10000000,-22.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,3
+107,1000000,-19.390625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+107,2000000,-15.28125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+107,3000000,-19.5625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+107,4000000,-18.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+107,5000000,-19.046875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+107,6000000,-18.53125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+107,7000000,-19.015625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+107,8000000,-18.71875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+107,9000000,-19.09375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+107,10000000,-18.375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,3
+108,1000000,-23.890625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+108,2000000,-23.84375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+108,3000000,-23.875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+108,4000000,-23.796875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+108,5000000,-23.875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+108,6000000,-23.921875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+108,7000000,-23.9375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+108,8000000,-23.875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+108,9000000,-23.9375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+108,10000000,-23.90625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,3
+109,1000000,-22.578125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
+109,2000000,-20.984375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
+109,3000000,-22.78125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
+109,4000000,-22.5625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
+109,5000000,-22.84375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
+109,6000000,-22.625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
+109,7000000,-23.1875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
+109,8000000,-22.921875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
+109,9000000,-23.765625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
+109,10000000,-23.078125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,3
 110,1000000,-23.953125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,3
 110,2000000,-23.921875,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,3
 110,3000000,-23.484375,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,3
@@ -19039,36 +19039,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,3
 111,9000000,-23.984375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,3
 111,10000000,-23.46875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,3
-112,1000000,-17.109375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-112,2000000,-17.453125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-112,3000000,-21.765625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-112,4000000,-23.359375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-112,5000000,-23.25,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-112,6000000,-23.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-112,7000000,-23.578125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-112,8000000,-22.859375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-112,9000000,-22.96875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-112,10000000,-23.109375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,3
-113,1000000,-23.46875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-113,2000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-113,3000000,-22.984375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-113,4000000,-23.875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-113,5000000,-23.96875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-113,6000000,-23.765625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-113,7000000,-23.171875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-113,8000000,-23.578125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-113,9000000,-22.84375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-113,10000000,-23.59375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,3
-114,1000000,-23.84375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
-114,2000000,-23.84375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
-114,3000000,-23.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
-114,4000000,-23.71875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
-114,5000000,-22.875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
-114,6000000,-23.578125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
-114,7000000,-23.859375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
-114,8000000,-23.90625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
-114,9000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
-114,10000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,3
+112,1000000,-17.109375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+112,2000000,-17.453125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+112,3000000,-21.765625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+112,4000000,-23.359375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+112,5000000,-23.25,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+112,6000000,-23.046875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+112,7000000,-23.578125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+112,8000000,-22.859375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+112,9000000,-22.96875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+112,10000000,-23.109375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,3
+113,1000000,-23.46875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+113,2000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+113,3000000,-22.984375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+113,4000000,-23.875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+113,5000000,-23.96875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+113,6000000,-23.765625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+113,7000000,-23.171875,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+113,8000000,-23.578125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+113,9000000,-22.84375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+113,10000000,-23.59375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,3
+114,1000000,-23.84375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
+114,2000000,-23.84375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
+114,3000000,-23.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
+114,4000000,-23.71875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
+114,5000000,-22.875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
+114,6000000,-23.578125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
+114,7000000,-23.859375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
+114,8000000,-23.90625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
+114,9000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
+114,10000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,3
 115,1000000,-23.578125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
 115,2000000,-23.953125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
 115,3000000,-23.46875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
@@ -19079,26 +19079,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-23.65625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
 115,9000000,-21.703125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
 115,10000000,-23.40625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
-116,1000000,-22.296875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-116,2000000,-22.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-116,3000000,-22.578125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-116,4000000,-23.15625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-116,5000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-116,6000000,-23.921875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-116,7000000,-23.796875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-116,8000000,-23.859375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-116,9000000,-23.9375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-116,10000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,3
-117,1000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
-117,2000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
-117,3000000,-23.34375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
-117,4000000,-23.6875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
-117,5000000,-23.5,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
-117,6000000,-23.875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
-117,7000000,-23.703125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
-117,8000000,-23.390625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
-117,9000000,-23.453125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
-117,10000000,-23.375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,3
+116,1000000,-22.296875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+116,2000000,-22.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+116,3000000,-22.578125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+116,4000000,-23.15625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+116,5000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+116,6000000,-23.921875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+116,7000000,-23.796875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+116,8000000,-23.859375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+116,9000000,-23.9375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+116,10000000,-23.84375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,3
+117,1000000,-23.484375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
+117,2000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
+117,3000000,-23.34375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
+117,4000000,-23.6875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
+117,5000000,-23.5,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
+117,6000000,-23.875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
+117,7000000,-23.703125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
+117,8000000,-23.390625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
+117,9000000,-23.453125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
+117,10000000,-23.375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,3
 118,1000000,-19.1875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
 118,2000000,-18.59375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
 118,3000000,-18.640625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
@@ -19109,56 +19109,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-19.0625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
 118,9000000,-20.640625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
 118,10000000,-19.984375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
-119,1000000,-23.65625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-119,2000000,-23.796875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-119,3000000,-23.890625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-119,4000000,-23.46875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-119,5000000,-23.5625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-119,6000000,-23.921875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-119,7000000,-23.8125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-119,8000000,-23.5625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-119,9000000,-23.453125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-119,10000000,-23.375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,3
-120,1000000,-23.375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-120,2000000,-23.828125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-120,3000000,-21.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-120,4000000,-22.765625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-120,5000000,-22.296875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-120,6000000,-22.21875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-120,7000000,-19.96875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-120,8000000,-23.046875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-120,9000000,-21.09375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-120,10000000,-19.4375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,3
-121,1000000,-23.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-121,2000000,-23.5625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-121,3000000,-23.75,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-121,4000000,-22.5625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-121,5000000,-23.6875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-121,6000000,-23.25,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-121,7000000,-23.234375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-121,8000000,-23.390625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-121,9000000,-23.875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-121,10000000,-23.90625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,3
-122,1000000,-23.296875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-122,2000000,-23.03125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-122,3000000,-23.078125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-122,4000000,-23.296875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-122,5000000,-23.28125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-122,6000000,-23.125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-122,7000000,-23.1875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-122,8000000,-23.140625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-122,9000000,-22.9375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-122,10000000,-22.796875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,3
-123,1000000,-16.9375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
-123,2000000,-18.21875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
-123,3000000,-17.78125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
-123,4000000,-16.546875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
-123,5000000,-18.140625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
-123,6000000,-17.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
-123,7000000,-18.65625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
-123,8000000,-18.90625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
-123,9000000,-16.140625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
-123,10000000,-16.09375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,3
+119,1000000,-23.65625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+119,2000000,-23.796875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+119,3000000,-23.890625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+119,4000000,-23.46875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+119,5000000,-23.5625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+119,6000000,-23.921875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+119,7000000,-23.8125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+119,8000000,-23.5625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+119,9000000,-23.453125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+119,10000000,-23.375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,3
+120,1000000,-23.375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+120,2000000,-23.828125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+120,3000000,-21.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+120,4000000,-22.765625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+120,5000000,-22.296875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+120,6000000,-22.21875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+120,7000000,-19.96875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+120,8000000,-23.046875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+120,9000000,-21.09375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+120,10000000,-19.4375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,3
+121,1000000,-23.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+121,2000000,-23.5625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+121,3000000,-23.75,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+121,4000000,-22.5625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+121,5000000,-23.6875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+121,6000000,-23.25,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+121,7000000,-23.234375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+121,8000000,-23.390625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+121,9000000,-23.875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+121,10000000,-23.90625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,3
+122,1000000,-23.296875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+122,2000000,-23.03125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+122,3000000,-23.078125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+122,4000000,-23.296875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+122,5000000,-23.28125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+122,6000000,-23.125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+122,7000000,-23.1875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+122,8000000,-23.140625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+122,9000000,-22.9375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+122,10000000,-22.796875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,3
+123,1000000,-16.9375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
+123,2000000,-18.21875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
+123,3000000,-17.78125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
+123,4000000,-16.546875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
+123,5000000,-18.140625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
+123,6000000,-17.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
+123,7000000,-18.65625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
+123,8000000,-18.90625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
+123,9000000,-16.140625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
+123,10000000,-16.09375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,3
 124,1000000,-18.328125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,3
 124,2000000,-18.359375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,3
 124,3000000,-14.53125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,3
@@ -19169,136 +19169,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-19.78125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,3
 124,9000000,-18.984375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,3
 124,10000000,-13.984375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,3
-125,1000000,-23.40625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-125,2000000,-23.546875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-125,3000000,-23.578125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-125,4000000,-23.53125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-125,5000000,-23.609375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-125,6000000,-23.546875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-125,7000000,-23.53125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-125,8000000,-23.546875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-125,9000000,-23.40625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-125,10000000,-23.328125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,3
-126,1000000,-23.65625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-126,2000000,-23.4375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-126,3000000,-23.546875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-126,4000000,-23.59375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-126,5000000,-23.609375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-126,6000000,-23.359375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-126,7000000,-23.640625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-126,8000000,-23.59375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-126,9000000,-23.4375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-126,10000000,-23.546875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,3
-127,1000000,-23.515625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-127,2000000,-21.9375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-127,3000000,-23.640625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-127,4000000,-23.03125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-127,5000000,-22.09375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-127,6000000,-23.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-127,7000000,-22.5625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-127,8000000,-23.453125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-127,9000000,-23.53125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-127,10000000,-23.078125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,3
-128,1000000,-23.46875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-128,2000000,-23.109375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-128,3000000,-23.265625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-128,4000000,-23.890625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-128,5000000,-23.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-128,6000000,-23.421875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-128,7000000,-23.515625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-128,8000000,-23.28125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-128,9000000,-23.546875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-128,10000000,-23.53125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,3
-129,1000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-129,2000000,-23.921875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-129,3000000,-23.234375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-129,4000000,-21.234375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-129,5000000,-20.796875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-129,6000000,-23.3125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-129,7000000,-20.0,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-129,8000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-129,9000000,-23.4375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-129,10000000,-21.171875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,3
-130,1000000,-21.9375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-130,2000000,-21.796875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-130,3000000,-21.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-130,4000000,-23.03125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-130,5000000,-23.65625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-130,6000000,-22.875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-130,7000000,-22.890625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-130,8000000,-23.515625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-130,9000000,-23.609375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-130,10000000,-23.25,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,3
-131,1000000,-22.796875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-131,2000000,-22.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-131,3000000,-22.34375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-131,4000000,-23.140625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-131,5000000,-21.921875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-131,6000000,-20.625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-131,7000000,-23.25,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-131,8000000,-22.71875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-131,9000000,-22.859375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-131,10000000,-22.125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,3
-132,1000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-132,2000000,-23.40625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-132,3000000,-23.625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-132,4000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-132,5000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-132,6000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-132,7000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-132,8000000,-23.4375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-132,9000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-132,10000000,-23.390625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,3
-133,1000000,-23.53125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-133,2000000,-23.59375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-133,3000000,-23.40625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-133,4000000,-23.625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-133,5000000,-23.640625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-133,6000000,-23.515625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-133,7000000,-23.5625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-133,8000000,-23.578125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-133,9000000,-23.578125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-133,10000000,-23.515625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,3
-134,1000000,-22.3125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-134,2000000,-22.96875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-134,3000000,-23.21875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-134,4000000,-22.890625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-134,5000000,-23.578125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-134,6000000,-23.34375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-134,7000000,-22.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-134,8000000,-23.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-134,9000000,-23.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-134,10000000,-23.515625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,3
-135,1000000,-22.96875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-135,2000000,-22.234375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-135,3000000,-22.625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-135,4000000,-22.375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-135,5000000,-22.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-135,6000000,-23.984375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-135,7000000,-22.4375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-135,8000000,-23.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-135,9000000,-22.703125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-135,10000000,-23.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,3
-136,1000000,-23.34375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-136,2000000,-23.65625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-136,3000000,-23.328125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-136,4000000,-23.453125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-136,5000000,-23.421875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-136,6000000,-23.5,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-136,7000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-136,8000000,-23.375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-136,9000000,-23.078125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-136,10000000,-23.09375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,3
-137,1000000,-23.515625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
-137,2000000,-23.515625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
-137,3000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
-137,4000000,-23.546875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
-137,5000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
-137,6000000,-23.859375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
-137,7000000,-23.3125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
-137,8000000,-23.4375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
-137,9000000,-23.921875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
-137,10000000,-23.953125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,3
+125,1000000,-23.40625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+125,2000000,-23.546875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+125,3000000,-23.578125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+125,4000000,-23.53125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+125,5000000,-23.609375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+125,6000000,-23.546875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+125,7000000,-23.53125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+125,8000000,-23.546875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+125,9000000,-23.40625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+125,10000000,-23.328125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,3
+126,1000000,-23.65625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+126,2000000,-23.4375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+126,3000000,-23.546875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+126,4000000,-23.59375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+126,5000000,-23.609375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+126,6000000,-23.359375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+126,7000000,-23.640625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+126,8000000,-23.59375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+126,9000000,-23.4375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+126,10000000,-23.546875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,3
+127,1000000,-23.515625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+127,2000000,-21.9375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+127,3000000,-23.640625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+127,4000000,-23.03125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+127,5000000,-22.09375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+127,6000000,-23.140625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+127,7000000,-22.5625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+127,8000000,-23.453125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+127,9000000,-23.53125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+127,10000000,-23.078125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,3
+128,1000000,-23.46875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+128,2000000,-23.109375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+128,3000000,-23.265625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+128,4000000,-23.890625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+128,5000000,-23.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+128,6000000,-23.421875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+128,7000000,-23.515625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+128,8000000,-23.28125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+128,9000000,-23.546875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+128,10000000,-23.53125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,3
+129,1000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+129,2000000,-23.921875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+129,3000000,-23.234375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+129,4000000,-21.234375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+129,5000000,-20.796875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+129,6000000,-23.3125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+129,7000000,-20.0,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+129,8000000,-23.5,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+129,9000000,-23.4375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+129,10000000,-21.171875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,3
+130,1000000,-21.9375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+130,2000000,-21.796875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+130,3000000,-21.0,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+130,4000000,-23.03125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+130,5000000,-23.65625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+130,6000000,-22.875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+130,7000000,-22.890625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+130,8000000,-23.515625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+130,9000000,-23.609375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+130,10000000,-23.25,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,3
+131,1000000,-22.796875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+131,2000000,-22.6875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+131,3000000,-22.34375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+131,4000000,-23.140625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+131,5000000,-21.921875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+131,6000000,-20.625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+131,7000000,-23.25,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+131,8000000,-22.71875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+131,9000000,-22.859375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+131,10000000,-22.125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,3
+132,1000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+132,2000000,-23.40625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+132,3000000,-23.625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+132,4000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+132,5000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+132,6000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+132,7000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+132,8000000,-23.4375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+132,9000000,-23.46875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+132,10000000,-23.390625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,3
+133,1000000,-23.53125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+133,2000000,-23.59375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+133,3000000,-23.40625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+133,4000000,-23.625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+133,5000000,-23.640625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+133,6000000,-23.515625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+133,7000000,-23.5625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+133,8000000,-23.578125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+133,9000000,-23.578125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+133,10000000,-23.515625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,3
+134,1000000,-22.3125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+134,2000000,-22.96875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+134,3000000,-23.21875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+134,4000000,-22.890625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+134,5000000,-23.578125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+134,6000000,-23.34375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+134,7000000,-22.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+134,8000000,-23.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+134,9000000,-23.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+134,10000000,-23.515625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,3
+135,1000000,-22.96875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+135,2000000,-22.234375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+135,3000000,-22.625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+135,4000000,-22.375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+135,5000000,-22.421875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+135,6000000,-23.984375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+135,7000000,-22.4375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+135,8000000,-23.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+135,9000000,-22.703125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+135,10000000,-23.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,3
+136,1000000,-23.34375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+136,2000000,-23.65625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+136,3000000,-23.328125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+136,4000000,-23.453125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+136,5000000,-23.421875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+136,6000000,-23.5,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+136,7000000,-23.546875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+136,8000000,-23.375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+136,9000000,-23.078125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+136,10000000,-23.09375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,3
+137,1000000,-23.515625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
+137,2000000,-23.515625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
+137,3000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
+137,4000000,-23.546875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
+137,5000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
+137,6000000,-23.859375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
+137,7000000,-23.3125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
+137,8000000,-23.4375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
+137,9000000,-23.921875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
+137,10000000,-23.953125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,3
 138,1000000,-23.578125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,3
 138,2000000,-21.390625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,3
 138,3000000,-21.640625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,3
@@ -19309,56 +19309,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-21.515625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,3
 138,9000000,-21.59375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,3
 138,10000000,-21.484375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,3
-139,1000000,-21.375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,2000000,-22.078125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,3000000,-23.625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,4000000,-21.609375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,5000000,-22.21875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,6000000,-23.0,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,7000000,-21.984375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,8000000,-21.59375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,9000000,-21.6875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,10000000,-22.671875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-140,1000000,-18.609375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-140,2000000,-18.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-140,3000000,-19.078125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-140,4000000,-19.109375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-140,5000000,-16.46875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-140,6000000,-18.546875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-140,7000000,-17.140625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-140,8000000,-15.1875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-140,9000000,-15.5625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-140,10000000,-17.3125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,3
-141,1000000,-18.0,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-141,2000000,-18.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-141,3000000,-17.75,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-141,4000000,-17.890625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-141,5000000,-18.015625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-141,6000000,-17.5625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-141,7000000,-17.609375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-141,8000000,-17.65625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-141,9000000,-17.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-141,10000000,-17.796875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,3
-142,1000000,-18.46875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-142,2000000,-23.453125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-142,3000000,-18.59375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-142,4000000,-17.875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-142,5000000,-16.765625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-142,6000000,-16.953125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-142,7000000,-15.3125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-142,8000000,-15.859375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-142,9000000,-11.546875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-142,10000000,-14.640625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,3
-143,1000000,-23.984375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
-143,2000000,-23.796875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
-143,3000000,-23.5,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
-143,4000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
-143,5000000,-23.859375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
-143,6000000,-23.015625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
-143,7000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
-143,8000000,-23.671875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
-143,9000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
-143,10000000,-23.59375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,3
+139,1000000,-21.375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+139,2000000,-22.078125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+139,3000000,-23.625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+139,4000000,-21.609375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+139,5000000,-22.21875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+139,6000000,-23.0,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+139,7000000,-21.984375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+139,8000000,-21.59375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+139,9000000,-21.6875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+139,10000000,-22.671875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,3
+140,1000000,-18.609375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+140,2000000,-18.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+140,3000000,-19.078125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+140,4000000,-19.109375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+140,5000000,-16.46875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+140,6000000,-18.546875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+140,7000000,-17.140625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+140,8000000,-15.1875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+140,9000000,-15.5625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+140,10000000,-17.3125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,3
+141,1000000,-18.0,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+141,2000000,-18.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+141,3000000,-17.75,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+141,4000000,-17.890625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+141,5000000,-18.015625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+141,6000000,-17.5625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+141,7000000,-17.609375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+141,8000000,-17.65625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+141,9000000,-17.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+141,10000000,-17.796875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,3
+142,1000000,-18.46875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+142,2000000,-23.453125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+142,3000000,-18.59375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+142,4000000,-17.875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+142,5000000,-16.765625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+142,6000000,-16.953125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+142,7000000,-15.3125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+142,8000000,-15.859375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+142,9000000,-11.546875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+142,10000000,-14.640625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,3
+143,1000000,-23.984375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
+143,2000000,-23.796875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
+143,3000000,-23.5,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
+143,4000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
+143,5000000,-23.859375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
+143,6000000,-23.015625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
+143,7000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
+143,8000000,-23.671875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
+143,9000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
+143,10000000,-23.59375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
 144,1000000,-21.421875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
 144,2000000,-20.28125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
 144,3000000,-20.140625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
@@ -19369,36 +19369,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-23.484375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
 144,9000000,-20.34375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
 144,10000000,-23.015625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
-145,1000000,-23.84375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-145,2000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-145,3000000,-23.640625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-145,4000000,-23.578125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-145,5000000,-23.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-145,6000000,-23.796875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-145,7000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-145,8000000,-23.515625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-145,9000000,-23.546875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-145,10000000,-23.40625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,3
-146,1000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-146,2000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-146,3000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-146,4000000,-23.84375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-146,5000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-146,6000000,-23.8125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-146,7000000,-23.734375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-146,8000000,-23.859375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-146,9000000,-23.765625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-146,10000000,-23.859375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,3
-147,1000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
-147,2000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
-147,3000000,-23.78125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
-147,4000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
-147,5000000,-23.8125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
-147,6000000,-23.78125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
-147,7000000,-23.796875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
-147,8000000,-23.71875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
-147,9000000,-23.859375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
-147,10000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,3
+145,1000000,-23.84375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+145,2000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+145,3000000,-23.640625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+145,4000000,-23.578125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+145,5000000,-23.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+145,6000000,-23.796875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+145,7000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+145,8000000,-23.515625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+145,9000000,-23.546875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+145,10000000,-23.40625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,3
+146,1000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+146,2000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+146,3000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+146,4000000,-23.84375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+146,5000000,-23.875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+146,6000000,-23.8125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+146,7000000,-23.734375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+146,8000000,-23.859375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+146,9000000,-23.765625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+146,10000000,-23.859375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,3
+147,1000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,2000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,3000000,-23.78125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,4000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,5000000,-23.8125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,6000000,-23.78125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,7000000,-23.796875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,8000000,-23.71875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,9000000,-23.859375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,10000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
 148,1000000,-19.796875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
 148,2000000,-23.4375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
 148,3000000,-22.109375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
@@ -19409,16 +19409,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-23.578125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
 148,9000000,-23.21875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
 148,10000000,-23.46875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
-149,1000000,-19.25,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,2000000,-18.25,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,3000000,-19.15625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,4000000,-19.21875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,5000000,-18.265625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,6000000,-18.453125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,7000000,-17.09375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,8000000,-17.578125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,9000000,-17.828125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,10000000,-17.21875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
+149,1000000,-19.25,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,2000000,-18.25,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,3000000,-19.15625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,4000000,-19.21875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,5000000,-18.265625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,6000000,-18.453125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,7000000,-17.09375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,8000000,-17.578125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,9000000,-17.828125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,10000000,-17.21875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
 150,1000000,-16.3125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
 150,2000000,-17.1875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
 150,3000000,-17.046875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
@@ -19429,26 +19429,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-16.71875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
 150,9000000,-17.578125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
 150,10000000,-17.546875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
-151,1000000,-23.640625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,2000000,-22.828125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,3000000,-23.078125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,4000000,-23.859375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,5000000,-23.015625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,6000000,-23.8125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,7000000,-22.703125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,8000000,-23.296875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,9000000,-21.78125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,10000000,-22.71875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-152,1000000,-19.34375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
-152,2000000,-18.546875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
-152,3000000,-18.765625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
-152,4000000,-18.984375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
-152,5000000,-18.0,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
-152,6000000,-19.09375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
-152,7000000,-19.0,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
-152,8000000,-17.0,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
-152,9000000,-16.984375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
-152,10000000,-18.4375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,3
+151,1000000,-23.640625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+151,2000000,-22.828125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+151,3000000,-23.078125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+151,4000000,-23.859375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+151,5000000,-23.015625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+151,6000000,-23.8125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+151,7000000,-22.703125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+151,8000000,-23.296875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+151,9000000,-21.78125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+151,10000000,-22.71875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,3
+152,1000000,-19.34375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
+152,2000000,-18.546875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
+152,3000000,-18.765625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
+152,4000000,-18.984375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
+152,5000000,-18.0,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
+152,6000000,-19.09375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
+152,7000000,-19.0,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
+152,8000000,-17.0,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
+152,9000000,-16.984375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
+152,10000000,-18.4375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,3
 153,1000000,-23.65625,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,3
 153,2000000,-23.296875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,3
 153,3000000,-22.453125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,3
@@ -19469,16 +19469,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-16.078125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,3
 154,9000000,-17.328125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,3
 154,10000000,-18.578125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,3
-155,1000000,-19.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,2000000,-21.171875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,3000000,-18.75,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,4000000,-19.296875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,5000000,-18.0625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,6000000,-18.203125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,7000000,-19.078125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,8000000,-16.171875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,9000000,-15.5625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,10000000,-13.90625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
+155,1000000,-19.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
+155,2000000,-21.171875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
+155,3000000,-18.75,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
+155,4000000,-19.296875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
+155,5000000,-18.0625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
+155,6000000,-18.203125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
+155,7000000,-19.078125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
+155,8000000,-16.171875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
+155,9000000,-15.5625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
+155,10000000,-13.90625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
 156,1000000,-18.859375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
 156,2000000,-17.875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
 156,3000000,-18.203125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
@@ -19489,106 +19489,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-17.90625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
 156,9000000,-18.765625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
 156,10000000,-18.015625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
-157,1000000,-21.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-157,2000000,-21.90625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-157,3000000,-23.328125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-157,4000000,-21.140625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-157,5000000,-21.03125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-157,6000000,-19.359375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-157,7000000,-18.515625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-157,8000000,-20.375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-157,9000000,-19.78125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-157,10000000,-20.25,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,3
-158,1000000,-23.03125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-158,2000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-158,3000000,-23.25,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-158,4000000,-23.984375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-158,5000000,-23.609375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-158,6000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-158,7000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-158,8000000,-23.734375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-158,9000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-158,10000000,-23.59375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,3
-159,1000000,-17.734375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-159,2000000,-17.5625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-159,3000000,-18.140625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-159,4000000,-17.96875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-159,5000000,-18.59375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-159,6000000,-17.875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-159,7000000,-18.78125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-159,8000000,-17.9375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-159,9000000,-18.59375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-159,10000000,-15.546875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,3
-160,1000000,-23.875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-160,2000000,-23.765625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-160,3000000,-23.8125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-160,4000000,-23.8125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-160,5000000,-23.890625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-160,6000000,-23.9375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-160,7000000,-23.890625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-160,8000000,-23.96875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-160,9000000,-23.828125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-160,10000000,-23.796875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,3
-161,1000000,-18.90625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-161,2000000,-19.3125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-161,3000000,-17.375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-161,4000000,-17.1875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-161,5000000,-17.5625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-161,6000000,-18.65625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-161,7000000,-17.953125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-161,8000000,-17.828125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-161,9000000,-17.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-161,10000000,-19.046875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,3
-162,1000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-162,2000000,-23.4375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-162,3000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-162,4000000,-22.09375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-162,5000000,-21.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-162,6000000,-23.453125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-162,7000000,-23.4375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-162,8000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-162,9000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-162,10000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,3
-163,1000000,-17.109375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-163,2000000,-17.921875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-163,3000000,-18.703125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-163,4000000,-16.03125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-163,5000000,-17.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-163,6000000,-16.875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-163,7000000,-17.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-163,8000000,-18.140625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-163,9000000,-17.015625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-163,10000000,-17.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,3
-164,1000000,-23.5,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-164,2000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-164,3000000,-21.6875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-164,4000000,-22.859375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-164,5000000,-22.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-164,6000000,-23.578125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-164,7000000,-21.859375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-164,8000000,-21.546875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-164,9000000,-23.265625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-164,10000000,-22.609375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,3
-165,1000000,-23.453125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-165,2000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-165,3000000,-23.421875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-165,4000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-165,5000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-165,6000000,-23.5,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-165,7000000,-23.28125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-165,8000000,-23.921875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-165,9000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-165,10000000,-23.375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,3
-166,1000000,-23.21875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
-166,2000000,-23.21875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
-166,3000000,-22.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
-166,4000000,-23.171875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
-166,5000000,-23.125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
-166,6000000,-23.078125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
-166,7000000,-23.203125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
-166,8000000,-23.1875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
-166,9000000,-23.171875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
-166,10000000,-23.375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,3
+157,1000000,-21.484375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+157,2000000,-21.90625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+157,3000000,-23.328125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+157,4000000,-21.140625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+157,5000000,-21.03125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+157,6000000,-19.359375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+157,7000000,-18.515625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+157,8000000,-20.375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+157,9000000,-19.78125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+157,10000000,-20.25,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,3
+158,1000000,-23.03125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+158,2000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+158,3000000,-23.25,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+158,4000000,-23.984375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+158,5000000,-23.609375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+158,6000000,-23.953125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+158,7000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+158,8000000,-23.734375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+158,9000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+158,10000000,-23.59375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,3
+159,1000000,-17.734375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+159,2000000,-17.5625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+159,3000000,-18.140625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+159,4000000,-17.96875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+159,5000000,-18.59375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+159,6000000,-17.875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+159,7000000,-18.78125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+159,8000000,-17.9375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+159,9000000,-18.59375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+159,10000000,-15.546875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,3
+160,1000000,-23.875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+160,2000000,-23.765625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+160,3000000,-23.8125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+160,4000000,-23.8125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+160,5000000,-23.890625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+160,6000000,-23.9375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+160,7000000,-23.890625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+160,8000000,-23.96875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+160,9000000,-23.828125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+160,10000000,-23.796875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,3
+161,1000000,-18.90625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+161,2000000,-19.3125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+161,3000000,-17.375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+161,4000000,-17.1875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+161,5000000,-17.5625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+161,6000000,-18.65625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+161,7000000,-17.953125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+161,8000000,-17.828125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+161,9000000,-17.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+161,10000000,-19.046875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,3
+162,1000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+162,2000000,-23.4375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+162,3000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+162,4000000,-22.09375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+162,5000000,-21.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+162,6000000,-23.453125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+162,7000000,-23.4375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+162,8000000,-23.96875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+162,9000000,-23.875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+162,10000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,3
+163,1000000,-17.109375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+163,2000000,-17.921875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+163,3000000,-18.703125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+163,4000000,-16.03125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+163,5000000,-17.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+163,6000000,-16.875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+163,7000000,-17.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+163,8000000,-18.140625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+163,9000000,-17.015625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+163,10000000,-17.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,3
+164,1000000,-23.5,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+164,2000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+164,3000000,-21.6875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+164,4000000,-22.859375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+164,5000000,-22.953125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+164,6000000,-23.578125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+164,7000000,-21.859375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+164,8000000,-21.546875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+164,9000000,-23.265625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+164,10000000,-22.609375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,3
+165,1000000,-23.453125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+165,2000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+165,3000000,-23.421875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+165,4000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+165,5000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+165,6000000,-23.5,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+165,7000000,-23.28125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+165,8000000,-23.921875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+165,9000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+165,10000000,-23.375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,3
+166,1000000,-23.21875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
+166,2000000,-23.21875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
+166,3000000,-22.96875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
+166,4000000,-23.171875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
+166,5000000,-23.125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
+166,6000000,-23.078125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
+166,7000000,-23.203125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
+166,8000000,-23.1875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
+166,9000000,-23.171875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
+166,10000000,-23.375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,3
 167,1000000,-19.15625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
 167,2000000,-18.953125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
 167,3000000,-17.296875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
@@ -19599,26 +19599,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-18.015625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
 167,9000000,-17.078125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
 167,10000000,-16.015625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
-168,1000000,-19.3125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-168,2000000,-18.828125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-168,3000000,-18.75,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-168,4000000,-18.8125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-168,5000000,-17.75,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-168,6000000,-17.703125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-168,7000000,-16.109375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-168,8000000,-16.46875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-168,9000000,-17.453125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-168,10000000,-18.34375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
-169,1000000,-18.546875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
-169,2000000,-18.8125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
-169,3000000,-18.71875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
-169,4000000,-18.109375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
-169,5000000,-18.453125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
-169,6000000,-18.1875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
-169,7000000,-17.421875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
-169,8000000,-18.03125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
-169,9000000,-17.890625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
-169,10000000,-17.171875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,3
+168,1000000,-19.3125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+168,2000000,-18.828125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+168,3000000,-18.75,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+168,4000000,-18.8125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+168,5000000,-17.75,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+168,6000000,-17.703125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+168,7000000,-16.109375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+168,8000000,-16.46875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+168,9000000,-17.453125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+168,10000000,-18.34375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,3
+169,1000000,-18.546875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
+169,2000000,-18.8125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
+169,3000000,-18.71875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
+169,4000000,-18.109375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
+169,5000000,-18.453125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
+169,6000000,-18.1875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
+169,7000000,-17.421875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
+169,8000000,-18.03125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
+169,9000000,-17.890625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
+169,10000000,-17.171875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
 170,1000000,-21.84375,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,3
 170,2000000,-18.78125,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,3
 170,3000000,-19.640625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,3
@@ -19639,26 +19639,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-16.8125,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,3
 171,9000000,-16.03125,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,3
 171,10000000,-15.875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,3
-172,1000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,2000000,-23.921875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,3000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,4000000,-23.875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,5000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,6000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,7000000,-23.671875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,8000000,-23.890625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,9000000,-23.703125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,10000000,-23.8125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-173,1000000,-23.546875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
-173,2000000,-23.890625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
-173,3000000,-23.6875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
-173,4000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
-173,5000000,-23.9375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
-173,6000000,-22.921875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
-173,7000000,-23.609375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
-173,8000000,-23.921875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
-173,9000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
-173,10000000,-23.390625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,3
+172,1000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+172,2000000,-23.921875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+172,3000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+172,4000000,-23.875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+172,5000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+172,6000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+172,7000000,-23.671875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+172,8000000,-23.890625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+172,9000000,-23.703125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+172,10000000,-23.8125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,3
+173,1000000,-23.546875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
+173,2000000,-23.890625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
+173,3000000,-23.6875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
+173,4000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
+173,5000000,-23.9375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
+173,6000000,-22.921875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
+173,7000000,-23.609375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
+173,8000000,-23.921875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
+173,9000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
+173,10000000,-23.390625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,3
 174,1000000,-19.59375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,3
 174,2000000,-19.015625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,3
 174,3000000,-19.421875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,3
@@ -19669,16 +19669,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-20.671875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,3
 174,9000000,-20.53125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,3
 174,10000000,-21.46875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,3
-175,1000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
-175,2000000,-23.109375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
-175,3000000,-23.0,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
-175,4000000,-22.8125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
-175,5000000,-22.828125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
-175,6000000,-22.96875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
-175,7000000,-23.015625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
-175,8000000,-23.0625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
-175,9000000,-23.171875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
-175,10000000,-23.03125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,3
+175,1000000,-23.578125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
+175,2000000,-23.109375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
+175,3000000,-23.0,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
+175,4000000,-22.8125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
+175,5000000,-22.828125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
+175,6000000,-22.96875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
+175,7000000,-23.015625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
+175,8000000,-23.0625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
+175,9000000,-23.171875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
+175,10000000,-23.03125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,3
 176,1000000,-23.828125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
 176,2000000,-23.953125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
 176,3000000,-22.46875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
@@ -19689,16 +19689,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-23.546875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
 176,9000000,-23.828125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
 176,10000000,-23.15625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
-177,1000000,-23.25,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
-177,2000000,-23.25,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
-177,3000000,-23.453125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
-177,4000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
-177,5000000,-23.359375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
-177,6000000,-23.796875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
-177,7000000,-23.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
-177,8000000,-23.90625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
-177,9000000,-23.859375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
-177,10000000,-23.921875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,3
+177,1000000,-23.25,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
+177,2000000,-23.25,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
+177,3000000,-23.453125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
+177,4000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
+177,5000000,-23.359375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
+177,6000000,-23.796875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
+177,7000000,-23.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
+177,8000000,-23.90625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
+177,9000000,-23.859375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
+177,10000000,-23.921875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,3
 178,1000000,-23.453125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,3
 178,2000000,-23.5,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,3
 178,3000000,-23.546875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,3
@@ -19709,166 +19709,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.90625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,3
 178,9000000,-23.953125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,3
 178,10000000,-23.53125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,3
-179,1000000,-22.234375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-179,2000000,-23.140625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-179,3000000,-23.53125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-179,4000000,-22.109375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-179,5000000,-20.03125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-179,6000000,-23.9375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-179,7000000,-23.421875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-179,8000000,-22.5,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-179,9000000,-23.71875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-179,10000000,-22.0,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,3
-180,1000000,-23.890625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-180,2000000,-22.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-180,3000000,-23.46875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-180,4000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-180,5000000,-23.921875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-180,6000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-180,7000000,-23.3125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-180,8000000,-23.859375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-180,9000000,-23.46875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-180,10000000,-23.546875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,3
-181,1000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-181,2000000,-23.59375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-181,3000000,-23.65625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-181,4000000,-23.546875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-181,5000000,-23.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-181,6000000,-23.609375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-181,7000000,-23.609375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-181,8000000,-23.609375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-181,9000000,-23.671875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-181,10000000,-23.421875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,3
-182,1000000,-23.046875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-182,2000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-182,3000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-182,4000000,-23.96875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-182,5000000,-23.984375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-182,6000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-182,7000000,-23.84375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-182,8000000,-23.953125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-182,9000000,-23.84375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-182,10000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,3
-183,1000000,-17.5,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-183,2000000,-18.96875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-183,3000000,-17.9375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-183,4000000,-19.078125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-183,5000000,-19.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-183,6000000,-18.140625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-183,7000000,-18.5625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-183,8000000,-18.46875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-183,9000000,-18.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-183,10000000,-17.609375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,3
-184,1000000,-23.46875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-184,2000000,-23.5625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-184,3000000,-23.90625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-184,4000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-184,5000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-184,6000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-184,7000000,-23.578125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-184,8000000,-23.65625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-184,9000000,-23.890625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-184,10000000,-23.46875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,3
-185,1000000,-23.890625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-185,2000000,-23.53125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-185,3000000,-23.5,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-185,4000000,-23.53125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-185,5000000,-22.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-185,6000000,-23.109375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-185,7000000,-23.421875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-185,8000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-185,9000000,-23.890625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-185,10000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,3
-186,1000000,-19.546875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-186,2000000,-18.765625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-186,3000000,-17.96875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-186,4000000,-16.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-186,5000000,-17.90625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-186,6000000,-19.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-186,7000000,-16.53125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-186,8000000,-15.21875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-186,9000000,-13.265625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-186,10000000,-15.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,3
-187,1000000,-23.71875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-187,2000000,-22.421875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-187,3000000,-22.4375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-187,4000000,-23.96875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-187,5000000,-21.015625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-187,6000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-187,7000000,-23.875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-187,8000000,-23.90625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-187,9000000,-23.84375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-187,10000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,3
-188,1000000,-22.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-188,2000000,-23.5,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-188,3000000,-22.84375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-188,4000000,-23.5625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-188,5000000,-23.21875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-188,6000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-188,7000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-188,8000000,-23.65625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-188,9000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-188,10000000,-23.390625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,3
-189,1000000,-23.875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-189,2000000,-23.90625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-189,3000000,-23.96875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-189,4000000,-23.890625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-189,5000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-189,6000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-189,7000000,-23.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-189,8000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-189,9000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-189,10000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,3
-190,1000000,-19.984375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-190,2000000,-23.703125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-190,3000000,-20.3125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-190,4000000,-22.171875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-190,5000000,-19.15625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-190,6000000,-19.359375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-190,7000000,-23.109375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-190,8000000,-19.578125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-190,9000000,-19.390625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-190,10000000,-18.046875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,3
-191,1000000,-23.9375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-191,2000000,-23.953125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-191,3000000,-22.90625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-191,4000000,-22.828125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-191,5000000,-23.0625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-191,6000000,-22.390625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-191,7000000,-22.734375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-191,8000000,-23.9375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-191,9000000,-23.53125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-191,10000000,-23.59375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,3
-192,1000000,-23.578125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-192,2000000,-23.453125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-192,3000000,-23.59375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-192,4000000,-23.3125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-192,5000000,-23.421875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-192,6000000,-23.40625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-192,7000000,-23.40625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-192,8000000,-23.375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-192,9000000,-23.296875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-192,10000000,-23.5,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,3
-193,1000000,-23.40625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-193,2000000,-23.625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-193,3000000,-23.328125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-193,4000000,-23.453125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-193,5000000,-23.453125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-193,6000000,-23.421875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-193,7000000,-23.328125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-193,8000000,-23.421875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-193,9000000,-23.46875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-193,10000000,-23.34375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,3
-194,1000000,-23.734375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
-194,2000000,-23.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
-194,3000000,-22.515625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
-194,4000000,-22.765625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
-194,5000000,-20.640625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
-194,6000000,-20.640625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
-194,7000000,-19.6875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
-194,8000000,-23.015625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
-194,9000000,-23.171875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
-194,10000000,-23.0625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,3
+179,1000000,-22.234375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+179,2000000,-23.140625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+179,3000000,-23.53125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+179,4000000,-22.109375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+179,5000000,-20.03125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+179,6000000,-23.9375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+179,7000000,-23.421875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+179,8000000,-22.5,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+179,9000000,-23.71875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+179,10000000,-22.0,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,3
+180,1000000,-23.890625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+180,2000000,-22.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+180,3000000,-23.46875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+180,4000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+180,5000000,-23.921875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+180,6000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+180,7000000,-23.3125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+180,8000000,-23.859375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+180,9000000,-23.46875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+180,10000000,-23.546875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,3
+181,1000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+181,2000000,-23.59375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+181,3000000,-23.65625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+181,4000000,-23.546875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+181,5000000,-23.453125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+181,6000000,-23.609375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+181,7000000,-23.609375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+181,8000000,-23.609375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+181,9000000,-23.671875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+181,10000000,-23.421875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,3
+182,1000000,-23.046875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+182,2000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+182,3000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+182,4000000,-23.96875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+182,5000000,-23.984375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+182,6000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+182,7000000,-23.84375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+182,8000000,-23.953125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+182,9000000,-23.84375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+182,10000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,3
+183,1000000,-17.5,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+183,2000000,-18.96875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+183,3000000,-17.9375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+183,4000000,-19.078125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+183,5000000,-19.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+183,6000000,-18.140625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+183,7000000,-18.5625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+183,8000000,-18.46875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+183,9000000,-18.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+183,10000000,-17.609375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,3
+184,1000000,-23.46875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+184,2000000,-23.5625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+184,3000000,-23.90625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+184,4000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+184,5000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+184,6000000,-23.953125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+184,7000000,-23.578125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+184,8000000,-23.65625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+184,9000000,-23.890625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+184,10000000,-23.46875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,3
+185,1000000,-23.890625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+185,2000000,-23.53125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+185,3000000,-23.5,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+185,4000000,-23.53125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+185,5000000,-22.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+185,6000000,-23.109375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+185,7000000,-23.421875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+185,8000000,-23.90625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+185,9000000,-23.890625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+185,10000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,3
+186,1000000,-19.546875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+186,2000000,-18.765625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+186,3000000,-17.96875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+186,4000000,-16.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+186,5000000,-17.90625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+186,6000000,-19.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+186,7000000,-16.53125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+186,8000000,-15.21875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+186,9000000,-13.265625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+186,10000000,-15.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,3
+187,1000000,-23.71875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+187,2000000,-22.421875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+187,3000000,-22.4375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+187,4000000,-23.96875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+187,5000000,-21.015625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+187,6000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+187,7000000,-23.875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+187,8000000,-23.90625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+187,9000000,-23.84375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+187,10000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,3
+188,1000000,-22.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+188,2000000,-23.5,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+188,3000000,-22.84375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+188,4000000,-23.5625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+188,5000000,-23.21875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+188,6000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+188,7000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+188,8000000,-23.65625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+188,9000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+188,10000000,-23.390625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,3
+189,1000000,-23.875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+189,2000000,-23.90625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+189,3000000,-23.96875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+189,4000000,-23.890625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+189,5000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+189,6000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+189,7000000,-23.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+189,8000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+189,9000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+189,10000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,3
+190,1000000,-19.984375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+190,2000000,-23.703125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+190,3000000,-20.3125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+190,4000000,-22.171875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+190,5000000,-19.15625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+190,6000000,-19.359375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+190,7000000,-23.109375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+190,8000000,-19.578125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+190,9000000,-19.390625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+190,10000000,-18.046875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,3
+191,1000000,-23.9375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+191,2000000,-23.953125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+191,3000000,-22.90625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+191,4000000,-22.828125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+191,5000000,-23.0625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+191,6000000,-22.390625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+191,7000000,-22.734375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+191,8000000,-23.9375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+191,9000000,-23.53125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+191,10000000,-23.59375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,3
+192,1000000,-23.578125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+192,2000000,-23.453125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+192,3000000,-23.59375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+192,4000000,-23.3125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+192,5000000,-23.421875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+192,6000000,-23.40625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+192,7000000,-23.40625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+192,8000000,-23.375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+192,9000000,-23.296875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+192,10000000,-23.5,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,3
+193,1000000,-23.40625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+193,2000000,-23.625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+193,3000000,-23.328125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+193,4000000,-23.453125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+193,5000000,-23.453125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+193,6000000,-23.421875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+193,7000000,-23.328125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+193,8000000,-23.421875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+193,9000000,-23.46875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+193,10000000,-23.34375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,3
+194,1000000,-23.734375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
+194,2000000,-23.390625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
+194,3000000,-22.515625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
+194,4000000,-22.765625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
+194,5000000,-20.640625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
+194,6000000,-20.640625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
+194,7000000,-19.6875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
+194,8000000,-23.015625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
+194,9000000,-23.171875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
+194,10000000,-23.0625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,3
 195,1000000,-23.921875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,3
 195,2000000,-23.921875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,3
 195,3000000,-23.921875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,3
@@ -19889,26 +19889,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.296875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,3
 196,9000000,-23.375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,3
 196,10000000,-22.984375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,3
-197,1000000,-18.953125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,2000000,-19.546875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,3000000,-19.15625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,4000000,-18.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,5000000,-18.96875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,6000000,-17.3125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,7000000,-16.515625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,8000000,-15.734375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,9000000,-15.796875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,10000000,-13.1875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-198,1000000,-18.84375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
-198,2000000,-18.703125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
-198,3000000,-18.921875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
-198,4000000,-19.265625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
-198,5000000,-19.046875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
-198,6000000,-18.375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
-198,7000000,-18.15625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
-198,8000000,-18.328125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
-198,9000000,-18.484375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
-198,10000000,-17.734375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,3
+197,1000000,-18.953125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+197,2000000,-19.546875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+197,3000000,-19.15625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+197,4000000,-18.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+197,5000000,-18.96875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+197,6000000,-17.3125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+197,7000000,-16.515625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+197,8000000,-15.734375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+197,9000000,-15.796875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+197,10000000,-13.1875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,3
+198,1000000,-18.84375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
+198,2000000,-18.703125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
+198,3000000,-18.921875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
+198,4000000,-19.265625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
+198,5000000,-19.046875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
+198,6000000,-18.375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
+198,7000000,-18.15625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
+198,8000000,-18.328125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
+198,9000000,-18.484375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
+198,10000000,-17.734375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
 199,1000000,-22.90625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
 199,2000000,-22.0625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
 199,3000000,-22.5,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
@@ -19919,16 +19919,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.96875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
 199,9000000,-23.9375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
 199,10000000,-23.953125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
-200,1000000,-23.328125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,2000000,-23.46875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,3000000,-23.46875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,4000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,5000000,-23.59375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,6000000,-23.609375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,7000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,8000000,-23.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,9000000,-23.484375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,10000000,-23.46875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
+200,1000000,-23.328125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,2000000,-23.46875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,3000000,-23.46875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,4000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,5000000,-23.59375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,6000000,-23.609375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,7000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,8000000,-23.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,9000000,-23.484375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,10000000,-23.46875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
 201,1000000,-16.765625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
 201,2000000,-16.21875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
 201,3000000,-16.078125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
@@ -19939,26 +19939,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-14.734375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
 201,9000000,-15.0625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
 201,10000000,-17.15625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
-202,1000000,-20.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,2000000,-19.78125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,3000000,-17.890625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,4000000,-16.140625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,5000000,-15.859375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,6000000,-18.375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,7000000,-13.46875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,8000000,-13.65625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,9000000,-15.984375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,10000000,-15.65625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-203,1000000,-18.390625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
-203,2000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
-203,3000000,-17.40625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
-203,4000000,-18.265625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
-203,5000000,-18.03125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
-203,6000000,-19.15625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
-203,7000000,-17.9375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
-203,8000000,-17.59375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
-203,9000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
-203,10000000,-17.765625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,3
+202,1000000,-20.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+202,2000000,-19.78125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+202,3000000,-17.890625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+202,4000000,-16.140625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+202,5000000,-15.859375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+202,6000000,-18.375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+202,7000000,-13.46875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+202,8000000,-13.65625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+202,9000000,-15.984375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+202,10000000,-15.65625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,3
+203,1000000,-18.390625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
+203,2000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
+203,3000000,-17.40625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
+203,4000000,-18.265625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
+203,5000000,-18.03125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
+203,6000000,-19.15625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
+203,7000000,-17.9375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
+203,8000000,-17.59375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
+203,9000000,-18.640625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
+203,10000000,-17.765625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,3
 204,1000000,-23.953125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
 204,2000000,-24.0,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
 204,3000000,-23.25,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
@@ -19969,56 +19969,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.90625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
 204,9000000,-23.5625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
 204,10000000,-23.671875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
-205,1000000,-23.375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,2000000,-23.890625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,3000000,-23.40625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,4000000,-23.609375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,5000000,-23.90625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,6000000,-23.671875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,7000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,8000000,-23.59375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,9000000,-23.59375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,10000000,-23.203125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-206,1000000,-19.5,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-206,2000000,-18.65625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-206,3000000,-16.0,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-206,4000000,-17.140625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-206,5000000,-13.984375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-206,6000000,-16.40625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-206,7000000,-17.140625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-206,8000000,-16.921875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-206,9000000,-16.296875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-206,10000000,-16.3125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,3
-207,1000000,-17.09375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-207,2000000,-21.125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-207,3000000,-17.09375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-207,4000000,-18.203125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-207,5000000,-17.78125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-207,6000000,-16.21875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-207,7000000,-14.875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-207,8000000,-17.703125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-207,9000000,-12.390625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-207,10000000,-14.75,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
-208,1000000,-23.484375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-208,2000000,-23.5625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-208,3000000,-23.484375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-208,4000000,-23.59375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-208,5000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-208,6000000,-23.4375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-208,7000000,-22.875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-208,8000000,-23.03125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-208,9000000,-23.359375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-208,10000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,3
-209,1000000,-19.578125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
-209,2000000,-21.046875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
-209,3000000,-19.953125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
-209,4000000,-19.5625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
-209,5000000,-20.3125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
-209,6000000,-23.890625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
-209,7000000,-22.296875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
-209,8000000,-22.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
-209,9000000,-19.5,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
-209,10000000,-20.765625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,3
+205,1000000,-23.375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+205,2000000,-23.890625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+205,3000000,-23.40625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+205,4000000,-23.609375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+205,5000000,-23.90625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+205,6000000,-23.671875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+205,7000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+205,8000000,-23.59375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+205,9000000,-23.59375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+205,10000000,-23.203125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,3
+206,1000000,-19.5,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+206,2000000,-18.65625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+206,3000000,-16.0,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+206,4000000,-17.140625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+206,5000000,-13.984375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+206,6000000,-16.40625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+206,7000000,-17.140625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+206,8000000,-16.921875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+206,9000000,-16.296875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+206,10000000,-16.3125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,3
+207,1000000,-17.09375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+207,2000000,-21.125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+207,3000000,-17.09375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+207,4000000,-18.203125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+207,5000000,-17.78125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+207,6000000,-16.21875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+207,7000000,-14.875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+207,8000000,-17.703125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+207,9000000,-12.390625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+207,10000000,-14.75,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,3
+208,1000000,-23.484375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+208,2000000,-23.5625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+208,3000000,-23.484375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+208,4000000,-23.59375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+208,5000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+208,6000000,-23.4375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+208,7000000,-22.875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+208,8000000,-23.03125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+208,9000000,-23.359375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+208,10000000,-23.375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,3
+209,1000000,-19.578125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
+209,2000000,-21.046875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
+209,3000000,-19.953125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
+209,4000000,-19.5625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
+209,5000000,-20.3125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
+209,6000000,-23.890625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
+209,7000000,-22.296875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
+209,8000000,-22.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
+209,9000000,-19.5,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
+209,10000000,-20.765625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,3
 210,1000000,-23.328125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
 210,2000000,-23.46875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
 210,3000000,-21.75,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
@@ -20029,36 +20029,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-22.90625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
 210,9000000,-23.78125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
 210,10000000,-23.3125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
-211,1000000,-22.0,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-211,2000000,-23.796875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-211,3000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-211,4000000,-23.984375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-211,5000000,-23.203125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-211,6000000,-23.921875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-211,7000000,-23.59375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-211,8000000,-23.84375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-211,9000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-211,10000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,3
-212,1000000,-17.65625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-212,2000000,-15.875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-212,3000000,-19.109375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-212,4000000,-17.046875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-212,5000000,-17.34375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-212,6000000,-16.703125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-212,7000000,-20.671875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-212,8000000,-16.6875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-212,9000000,-15.125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-212,10000000,-17.34375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,3
-213,1000000,-23.6875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
-213,2000000,-23.484375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
-213,3000000,-23.9375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
-213,4000000,-23.515625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
-213,5000000,-23.96875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
-213,6000000,-23.46875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
-213,7000000,-23.40625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
-213,8000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
-213,9000000,-23.640625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
-213,10000000,-23.375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,3
+211,1000000,-22.0,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+211,2000000,-23.796875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+211,3000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+211,4000000,-23.984375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+211,5000000,-23.203125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+211,6000000,-23.921875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+211,7000000,-23.59375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+211,8000000,-23.84375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+211,9000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+211,10000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,3
+212,1000000,-17.65625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+212,2000000,-15.875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+212,3000000,-19.109375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+212,4000000,-17.046875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+212,5000000,-17.34375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+212,6000000,-16.703125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+212,7000000,-20.671875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+212,8000000,-16.6875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+212,9000000,-15.125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+212,10000000,-17.34375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,3
+213,1000000,-23.6875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
+213,2000000,-23.484375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
+213,3000000,-23.9375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
+213,4000000,-23.515625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
+213,5000000,-23.96875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
+213,6000000,-23.46875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
+213,7000000,-23.40625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
+213,8000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
+213,9000000,-23.640625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
+213,10000000,-23.375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,3
 214,1000000,-23.96875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,3
 214,2000000,-23.890625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,3
 214,3000000,-24.0,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,3
@@ -20069,86 +20069,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-23.953125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,3
 214,9000000,-23.859375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,3
 214,10000000,-23.953125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,3
-215,1000000,-22.65625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-215,2000000,-23.140625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-215,3000000,-21.3125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-215,4000000,-19.921875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-215,5000000,-23.328125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-215,6000000,-23.546875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-215,7000000,-23.5,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-215,8000000,-23.53125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-215,9000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-215,10000000,-23.125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,3
-216,1000000,-22.078125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-216,2000000,-23.640625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-216,3000000,-22.5625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-216,4000000,-23.109375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-216,5000000,-22.90625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-216,6000000,-23.3125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-216,7000000,-22.15625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-216,8000000,-23.609375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-216,9000000,-22.34375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-216,10000000,-23.46875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,3
-217,1000000,-23.390625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-217,2000000,-23.65625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-217,3000000,-23.4375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-217,4000000,-23.390625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-217,5000000,-23.53125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-217,6000000,-23.59375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-217,7000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-217,8000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-217,9000000,-23.8125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-217,10000000,-23.96875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,3
-218,1000000,-18.765625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-218,2000000,-17.78125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-218,3000000,-17.953125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-218,4000000,-16.453125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-218,5000000,-18.1875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-218,6000000,-18.5,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-218,7000000,-18.203125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-218,8000000,-18.8125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-218,9000000,-18.28125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-218,10000000,-18.84375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,3
-219,1000000,-23.515625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-219,2000000,-23.359375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-219,3000000,-23.25,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-219,4000000,-23.375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-219,5000000,-23.28125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-219,6000000,-23.390625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-219,7000000,-23.265625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-219,8000000,-23.328125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-219,9000000,-23.671875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-219,10000000,-23.359375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,3
-220,1000000,-23.5,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-220,2000000,-22.8125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-220,3000000,-22.84375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-220,4000000,-23.703125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-220,5000000,-21.9375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-220,6000000,-23.359375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-220,7000000,-23.640625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-220,8000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-220,9000000,-23.359375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-220,10000000,-23.78125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,3
-221,1000000,-22.4375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-221,2000000,-21.859375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-221,3000000,-21.828125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-221,4000000,-22.125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-221,5000000,-21.296875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-221,6000000,-22.25,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-221,7000000,-23.265625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-221,8000000,-21.875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-221,9000000,-23.59375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-221,10000000,-22.0,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,3
-222,1000000,-23.5,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
-222,2000000,-22.625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
-222,3000000,-23.5,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
-222,4000000,-23.9375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
-222,5000000,-23.359375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
-222,6000000,-23.296875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
-222,7000000,-23.984375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
-222,8000000,-23.359375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
-222,9000000,-23.28125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
-222,10000000,-23.625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,3
+215,1000000,-22.65625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+215,2000000,-23.140625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+215,3000000,-21.3125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+215,4000000,-19.921875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+215,5000000,-23.328125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+215,6000000,-23.546875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+215,7000000,-23.5,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+215,8000000,-23.53125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+215,9000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+215,10000000,-23.125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,3
+216,1000000,-22.078125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+216,2000000,-23.640625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+216,3000000,-22.5625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+216,4000000,-23.109375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+216,5000000,-22.90625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+216,6000000,-23.3125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+216,7000000,-22.15625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+216,8000000,-23.609375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+216,9000000,-22.34375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+216,10000000,-23.46875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,3
+217,1000000,-23.390625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+217,2000000,-23.65625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+217,3000000,-23.4375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+217,4000000,-23.390625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+217,5000000,-23.53125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+217,6000000,-23.59375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+217,7000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+217,8000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+217,9000000,-23.8125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+217,10000000,-23.96875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,3
+218,1000000,-18.765625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+218,2000000,-17.78125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+218,3000000,-17.953125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+218,4000000,-16.453125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+218,5000000,-18.1875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+218,6000000,-18.5,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+218,7000000,-18.203125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+218,8000000,-18.8125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+218,9000000,-18.28125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+218,10000000,-18.84375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,3
+219,1000000,-23.515625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+219,2000000,-23.359375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+219,3000000,-23.25,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+219,4000000,-23.375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+219,5000000,-23.28125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+219,6000000,-23.390625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+219,7000000,-23.265625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+219,8000000,-23.328125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+219,9000000,-23.671875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+219,10000000,-23.359375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,3
+220,1000000,-23.5,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+220,2000000,-22.8125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+220,3000000,-22.84375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+220,4000000,-23.703125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+220,5000000,-21.9375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+220,6000000,-23.359375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+220,7000000,-23.640625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+220,8000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+220,9000000,-23.359375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+220,10000000,-23.78125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,3
+221,1000000,-22.4375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+221,2000000,-21.859375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+221,3000000,-21.828125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+221,4000000,-22.125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+221,5000000,-21.296875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+221,6000000,-22.25,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+221,7000000,-23.265625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+221,8000000,-21.875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+221,9000000,-23.59375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+221,10000000,-22.0,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,3
+222,1000000,-23.5,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
+222,2000000,-22.625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
+222,3000000,-23.5,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
+222,4000000,-23.9375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
+222,5000000,-23.359375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
+222,6000000,-23.296875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
+222,7000000,-23.984375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
+222,8000000,-23.359375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
+222,9000000,-23.28125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
+222,10000000,-23.625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,3
 223,1000000,-23.75,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,3
 223,2000000,-23.34375,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,3
 223,3000000,-23.390625,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,3
@@ -20169,16 +20169,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-22.671875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,3
 224,9000000,-19.1875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,3
 224,10000000,-20.96875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,3
-225,1000000,-23.234375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
-225,2000000,-23.4375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
-225,3000000,-23.59375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
-225,4000000,-23.40625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
-225,5000000,-23.203125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
-225,6000000,-23.3125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
-225,7000000,-23.578125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
-225,8000000,-23.125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
-225,9000000,-22.796875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
-225,10000000,-23.40625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,3
+225,1000000,-23.234375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
+225,2000000,-23.4375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
+225,3000000,-23.59375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
+225,4000000,-23.40625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
+225,5000000,-23.203125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
+225,6000000,-23.3125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
+225,7000000,-23.578125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
+225,8000000,-23.125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
+225,9000000,-22.796875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
+225,10000000,-23.40625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,3
 226,1000000,-22.015625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,3
 226,2000000,-23.046875,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,3
 226,3000000,-22.6875,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,3
@@ -20199,66 +20199,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-15.921875,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,3
 227,9000000,-15.578125,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,3
 227,10000000,-17.984375,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,3
-228,1000000,-19.21875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-228,2000000,-18.265625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-228,3000000,-17.34375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-228,4000000,-17.453125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-228,5000000,-19.28125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-228,6000000,-18.203125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-228,7000000,-19.140625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-228,8000000,-17.546875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-228,9000000,-16.640625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-228,10000000,-17.703125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,3
-229,1000000,-20.3125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-229,2000000,-22.984375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-229,3000000,-23.578125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-229,4000000,-23.578125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-229,5000000,-21.703125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-229,6000000,-22.234375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-229,7000000,-21.859375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-229,8000000,-23.375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-229,9000000,-22.71875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-229,10000000,-23.46875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,3
-230,1000000,-23.796875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-230,2000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-230,3000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-230,4000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-230,5000000,-23.953125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-230,6000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-230,7000000,-23.96875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-230,8000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-230,9000000,-23.671875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-230,10000000,-22.71875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,3
-231,1000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-231,2000000,-23.875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-231,3000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-231,4000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-231,5000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-231,6000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-231,7000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-231,8000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-231,9000000,-23.859375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-231,10000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,3
-232,1000000,-23.875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-232,2000000,-23.78125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-232,3000000,-23.8125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-232,4000000,-23.890625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-232,5000000,-23.828125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-232,6000000,-23.75,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-232,7000000,-23.8125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-232,8000000,-23.78125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-232,9000000,-23.84375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-232,10000000,-23.859375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,3
-233,1000000,-21.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
-233,2000000,-22.53125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
-233,3000000,-20.90625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
-233,4000000,-21.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
-233,5000000,-21.6875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
-233,6000000,-19.5,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
-233,7000000,-18.859375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
-233,8000000,-21.625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
-233,9000000,-19.234375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
-233,10000000,-20.15625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,3
+228,1000000,-19.21875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+228,2000000,-18.265625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+228,3000000,-17.34375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+228,4000000,-17.453125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+228,5000000,-19.28125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+228,6000000,-18.203125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+228,7000000,-19.140625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+228,8000000,-17.546875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+228,9000000,-16.640625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+228,10000000,-17.703125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,3
+229,1000000,-20.3125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+229,2000000,-22.984375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+229,3000000,-23.578125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+229,4000000,-23.578125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+229,5000000,-21.703125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+229,6000000,-22.234375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+229,7000000,-21.859375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+229,8000000,-23.375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+229,9000000,-22.71875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+229,10000000,-23.46875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,3
+230,1000000,-23.796875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+230,2000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+230,3000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+230,4000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+230,5000000,-23.953125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+230,6000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+230,7000000,-23.96875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+230,8000000,-23.921875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+230,9000000,-23.671875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+230,10000000,-22.71875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,3
+231,1000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+231,2000000,-23.875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+231,3000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+231,4000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+231,5000000,-23.921875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+231,6000000,-23.953125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+231,7000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+231,8000000,-23.90625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+231,9000000,-23.859375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+231,10000000,-23.9375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,3
+232,1000000,-23.875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+232,2000000,-23.78125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+232,3000000,-23.8125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+232,4000000,-23.890625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+232,5000000,-23.828125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+232,6000000,-23.75,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+232,7000000,-23.8125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+232,8000000,-23.78125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+232,9000000,-23.84375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+232,10000000,-23.859375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,3
+233,1000000,-21.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
+233,2000000,-22.53125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
+233,3000000,-20.90625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
+233,4000000,-21.09375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
+233,5000000,-21.6875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
+233,6000000,-19.5,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
+233,7000000,-18.859375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
+233,8000000,-21.625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
+233,9000000,-19.234375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
+233,10000000,-20.15625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,3
 234,1000000,-23.59375,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,3
 234,2000000,-23.578125,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,3
 234,3000000,-23.9375,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,3
@@ -20289,56 +20289,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.421875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,3
 236,9000000,-23.359375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,3
 236,10000000,-23.890625,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,3
-237,1000000,-22.21875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-237,2000000,-23.921875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-237,3000000,-23.90625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-237,4000000,-23.9375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-237,5000000,-23.859375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-237,6000000,-23.515625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-237,7000000,-23.265625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-237,8000000,-23.015625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-237,9000000,-22.765625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-237,10000000,-22.671875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,3
-238,1000000,-23.359375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-238,2000000,-23.859375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-238,3000000,-23.421875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-238,4000000,-23.921875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-238,5000000,-22.75,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-238,6000000,-23.40625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-238,7000000,-23.5,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-238,8000000,-23.1875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-238,9000000,-23.15625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-238,10000000,-21.578125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,3
-239,1000000,-19.171875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-239,2000000,-20.890625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-239,3000000,-20.640625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-239,4000000,-19.25,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-239,5000000,-16.578125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-239,6000000,-17.484375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-239,7000000,-16.203125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-239,8000000,-18.296875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-239,9000000,-17.328125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-239,10000000,-22.765625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,3
-240,1000000,-20.984375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-240,2000000,-18.1875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-240,3000000,-18.484375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-240,4000000,-19.546875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-240,5000000,-18.515625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-240,6000000,-19.5,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-240,7000000,-17.703125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-240,8000000,-17.78125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-240,9000000,-18.140625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-240,10000000,-19.546875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,3
-241,1000000,-23.890625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
-241,2000000,-22.625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
-241,3000000,-22.484375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
-241,4000000,-23.765625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
-241,5000000,-23.859375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
-241,6000000,-23.28125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
-241,7000000,-23.09375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
-241,8000000,-23.09375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
-241,9000000,-22.984375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
-241,10000000,-23.046875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,3
+237,1000000,-22.21875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+237,2000000,-23.921875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+237,3000000,-23.90625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+237,4000000,-23.9375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+237,5000000,-23.859375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+237,6000000,-23.515625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+237,7000000,-23.265625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+237,8000000,-23.015625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+237,9000000,-22.765625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+237,10000000,-22.671875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,3
+238,1000000,-23.359375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+238,2000000,-23.859375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+238,3000000,-23.421875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+238,4000000,-23.921875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+238,5000000,-22.75,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+238,6000000,-23.40625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+238,7000000,-23.5,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+238,8000000,-23.1875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+238,9000000,-23.15625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+238,10000000,-21.578125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,3
+239,1000000,-19.171875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+239,2000000,-20.890625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+239,3000000,-20.640625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+239,4000000,-19.25,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+239,5000000,-16.578125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+239,6000000,-17.484375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+239,7000000,-16.203125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+239,8000000,-18.296875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+239,9000000,-17.328125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+239,10000000,-22.765625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,3
+240,1000000,-20.984375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+240,2000000,-18.1875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+240,3000000,-18.484375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+240,4000000,-19.546875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+240,5000000,-18.515625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+240,6000000,-19.5,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+240,7000000,-17.703125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+240,8000000,-17.78125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+240,9000000,-18.140625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+240,10000000,-19.546875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,3
+241,1000000,-23.890625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
+241,2000000,-22.625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
+241,3000000,-22.484375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
+241,4000000,-23.765625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
+241,5000000,-23.859375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
+241,6000000,-23.28125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
+241,7000000,-23.09375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
+241,8000000,-23.09375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
+241,9000000,-22.984375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
+241,10000000,-23.046875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,3
 242,1000000,-20.921875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
 242,2000000,-22.140625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
 242,3000000,-22.5,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
@@ -20349,36 +20349,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-22.421875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
 242,9000000,-21.828125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
 242,10000000,-22.59375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
-243,1000000,-23.5,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-243,2000000,-23.453125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-243,3000000,-23.28125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-243,4000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-243,5000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-243,6000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-243,7000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-243,8000000,-23.5625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-243,9000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-243,10000000,-23.953125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,3
-244,1000000,-19.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-244,2000000,-17.859375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-244,3000000,-18.515625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-244,4000000,-16.921875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-244,5000000,-18.765625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-244,6000000,-16.703125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-244,7000000,-18.953125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-244,8000000,-15.875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-244,9000000,-17.640625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-244,10000000,-18.4375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,3
-245,1000000,-23.8125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
-245,2000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
-245,3000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
-245,4000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
-245,5000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
-245,6000000,-23.28125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
-245,7000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
-245,8000000,-23.359375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
-245,9000000,-23.421875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
-245,10000000,-23.34375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,3
+243,1000000,-23.5,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+243,2000000,-23.453125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+243,3000000,-23.28125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+243,4000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+243,5000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+243,6000000,-23.96875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+243,7000000,-23.859375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+243,8000000,-23.5625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+243,9000000,-23.9375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+243,10000000,-23.953125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,3
+244,1000000,-19.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+244,2000000,-17.859375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+244,3000000,-18.515625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+244,4000000,-16.921875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+244,5000000,-18.765625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+244,6000000,-16.703125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+244,7000000,-18.953125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+244,8000000,-15.875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+244,9000000,-17.640625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+244,10000000,-18.4375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,3
+245,1000000,-23.8125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
+245,2000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
+245,3000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
+245,4000000,-23.921875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
+245,5000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
+245,6000000,-23.28125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
+245,7000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
+245,8000000,-23.359375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
+245,9000000,-23.421875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
+245,10000000,-23.34375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,3
 246,1000000,-23.921875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
 246,2000000,-23.15625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
 246,3000000,-23.28125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
@@ -20389,46 +20389,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.171875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
 246,9000000,-23.296875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
 246,10000000,-23.9375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
-247,1000000,-18.671875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-247,2000000,-17.875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-247,3000000,-18.25,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-247,4000000,-19.0625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-247,5000000,-18.5625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-247,6000000,-18.015625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-247,7000000,-18.046875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-247,8000000,-17.5625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-247,9000000,-17.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-247,10000000,-17.828125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,3
-248,1000000,-22.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-248,2000000,-23.640625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-248,3000000,-23.828125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-248,4000000,-22.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-248,5000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-248,6000000,-23.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-248,7000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-248,8000000,-23.921875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-248,9000000,-23.46875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-248,10000000,-23.40625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,3
-249,1000000,-19.921875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-249,2000000,-20.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-249,3000000,-19.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-249,4000000,-19.328125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-249,5000000,-17.171875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-249,6000000,-17.3125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-249,7000000,-17.03125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-249,8000000,-16.0625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-249,9000000,-16.734375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-249,10000000,-17.171875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,3
-250,1000000,-23.484375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
-250,2000000,-22.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
-250,3000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
-250,4000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
-250,5000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
-250,6000000,-23.0,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
-250,7000000,-23.421875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
-250,8000000,-23.5625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
-250,9000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
-250,10000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,3
+247,1000000,-18.671875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+247,2000000,-17.875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+247,3000000,-18.25,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+247,4000000,-19.0625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+247,5000000,-18.5625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+247,6000000,-18.015625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+247,7000000,-18.046875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+247,8000000,-17.5625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+247,9000000,-17.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+247,10000000,-17.828125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,3
+248,1000000,-22.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+248,2000000,-23.640625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+248,3000000,-23.828125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+248,4000000,-22.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+248,5000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+248,6000000,-23.5,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+248,7000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+248,8000000,-23.921875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+248,9000000,-23.46875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+248,10000000,-23.40625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,3
+249,1000000,-19.921875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+249,2000000,-20.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+249,3000000,-19.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+249,4000000,-19.328125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+249,5000000,-17.171875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+249,6000000,-17.3125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+249,7000000,-17.03125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+249,8000000,-16.0625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+249,9000000,-16.734375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+249,10000000,-17.171875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,3
+250,1000000,-23.484375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
+250,2000000,-22.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
+250,3000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
+250,4000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
+250,5000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
+250,6000000,-23.0,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
+250,7000000,-23.421875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
+250,8000000,-23.5625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
+250,9000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
+250,10000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,3
 251,1000000,-22.390625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
 251,2000000,-23.5625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
 251,3000000,-23.25,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
@@ -20439,16 +20439,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-23.109375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
 251,9000000,-22.734375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
 251,10000000,-22.375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
-252,1000000,-23.59375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
-252,2000000,-23.328125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
-252,3000000,-23.328125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
-252,4000000,-23.25,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
-252,5000000,-23.328125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
-252,6000000,-23.375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
-252,7000000,-23.125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
-252,8000000,-23.0625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
-252,9000000,-23.375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
-252,10000000,-23.578125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,3
+252,1000000,-23.59375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
+252,2000000,-23.328125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
+252,3000000,-23.328125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
+252,4000000,-23.25,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
+252,5000000,-23.328125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
+252,6000000,-23.375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
+252,7000000,-23.125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
+252,8000000,-23.0625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
+252,9000000,-23.375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
+252,10000000,-23.578125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,3
 253,1000000,-23.109375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
 253,2000000,-22.953125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
 253,3000000,-21.53125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
@@ -20459,66 +20459,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-23.890625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
 253,9000000,-23.453125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
 253,10000000,-23.859375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
-254,1000000,-22.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-254,2000000,-23.65625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-254,3000000,-23.390625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-254,4000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-254,5000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-254,6000000,-23.5625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-254,7000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-254,8000000,-22.796875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-254,9000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-254,10000000,-23.421875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,3
-255,1000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-255,2000000,-22.65625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-255,3000000,-23.5625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-255,4000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-255,5000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-255,6000000,-23.25,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-255,7000000,-23.875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-255,8000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-255,9000000,-23.265625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-255,10000000,-23.453125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,3
-0,1000000,-22.109375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-0,2000000,-21.09375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-0,3000000,-23.84375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-0,4000000,-22.90625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-0,5000000,-23.125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-0,6000000,-23.359375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-0,7000000,-23.5625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-0,8000000,-23.671875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-0,9000000,-19.765625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-0,10000000,-21.03125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,2
-1,1000000,-18.984375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-1,2000000,-18.953125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-1,3000000,-17.109375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-1,4000000,-18.890625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-1,5000000,-18.171875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-1,6000000,-18.296875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-1,7000000,-16.71875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-1,8000000,-17.34375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-1,9000000,-18.71875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-1,10000000,-18.765625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,2
-2,1000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-2,2000000,-23.484375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-2,3000000,-23.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-2,4000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-2,5000000,-23.8125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-2,6000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-2,7000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-2,8000000,-23.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-2,9000000,-23.296875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-2,10000000,-23.84375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,2
-3,1000000,-19.375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
-3,2000000,-20.46875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
-3,3000000,-18.4375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
-3,4000000,-17.71875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
-3,5000000,-16.34375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
-3,6000000,-13.703125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
-3,7000000,-16.09375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
-3,8000000,-13.765625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
-3,9000000,-13.015625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
-3,10000000,-12.609375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,2
+254,1000000,-22.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+254,2000000,-23.65625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+254,3000000,-23.390625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+254,4000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+254,5000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+254,6000000,-23.5625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+254,7000000,-23.953125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+254,8000000,-22.796875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+254,9000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+254,10000000,-23.421875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,3
+255,1000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+255,2000000,-22.65625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+255,3000000,-23.5625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+255,4000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+255,5000000,-23.921875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+255,6000000,-23.25,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+255,7000000,-23.875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+255,8000000,-23.578125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+255,9000000,-23.265625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+255,10000000,-23.453125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,3
+0,1000000,-22.109375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+0,2000000,-21.09375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+0,3000000,-23.84375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+0,4000000,-22.90625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+0,5000000,-23.125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+0,6000000,-23.359375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+0,7000000,-23.5625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+0,8000000,-23.671875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+0,9000000,-19.765625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+0,10000000,-21.03125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,2
+1,1000000,-18.984375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+1,2000000,-18.953125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+1,3000000,-17.109375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+1,4000000,-18.890625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+1,5000000,-18.171875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+1,6000000,-18.296875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+1,7000000,-16.71875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+1,8000000,-17.34375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+1,9000000,-18.71875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+1,10000000,-18.765625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,2
+2,1000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,2000000,-23.484375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,3000000,-23.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,4000000,-23.921875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,5000000,-23.8125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,6000000,-23.953125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,7000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,8000000,-23.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,9000000,-23.296875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,10000000,-23.84375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+3,1000000,-19.375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,2000000,-20.46875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,3000000,-18.4375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,4000000,-17.71875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,5000000,-16.34375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,6000000,-13.703125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,7000000,-16.09375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,8000000,-13.765625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,9000000,-13.015625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,10000000,-12.609375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
 4,1000000,-23.5,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,2
 4,2000000,-23.421875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,2
 4,3000000,-23.5,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,2
@@ -20539,56 +20539,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-17.171875,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,2
 5,9000000,-17.453125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,2
 5,10000000,-17.8125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,2
-6,1000000,-21.625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,2000000,-15.921875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,3000000,-16.875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,4000000,-15.3125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,5000000,-16.453125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,6000000,-13.828125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,7000000,-14.859375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,8000000,-15.140625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,9000000,-13.15625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,10000000,-12.34375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-7,1000000,-23.46875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,2000000,-23.546875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,3000000,-23.9375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,4000000,-23.296875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,5000000,-23.359375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,6000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,7000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,8000000,-23.421875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,9000000,-23.84375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,10000000,-23.234375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-8,1000000,-23.359375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,2000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,3000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,4000000,-23.421875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,5000000,-23.34375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,6000000,-23.671875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,7000000,-23.453125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,8000000,-23.59375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,9000000,-23.640625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,10000000,-22.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-9,1000000,-23.90625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,2000000,-23.296875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,3000000,-23.828125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,4000000,-23.6875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,5000000,-23.25,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,6000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,7000000,-23.859375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,8000000,-23.90625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,9000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,10000000,-23.828125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-10,1000000,-22.015625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,2000000,-20.828125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,3000000,-22.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,4000000,-23.390625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,5000000,-23.21875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,6000000,-22.234375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,7000000,-21.359375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,8000000,-22.875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,9000000,-23.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,10000000,-23.84375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
+6,1000000,-21.625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,2000000,-15.921875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,3000000,-16.875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,4000000,-15.3125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,5000000,-16.453125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,6000000,-13.828125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,7000000,-14.859375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,8000000,-15.140625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,9000000,-13.15625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,10000000,-12.34375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+7,1000000,-23.46875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,2000000,-23.546875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,3000000,-23.9375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,4000000,-23.296875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,5000000,-23.359375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,6000000,-23.921875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,7000000,-23.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,8000000,-23.421875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,9000000,-23.84375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,10000000,-23.234375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+8,1000000,-23.359375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,2000000,-23.390625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,3000000,-23.25,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,4000000,-23.421875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,5000000,-23.34375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,6000000,-23.671875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,7000000,-23.453125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,8000000,-23.59375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,9000000,-23.640625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,10000000,-22.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+9,1000000,-23.90625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,2000000,-23.296875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,3000000,-23.828125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,4000000,-23.6875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,5000000,-23.25,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,6000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,7000000,-23.859375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,8000000,-23.90625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,9000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,10000000,-23.828125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+10,1000000,-22.015625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,2000000,-20.828125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,3000000,-22.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,4000000,-23.390625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,5000000,-23.21875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,6000000,-22.234375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,7000000,-21.359375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,8000000,-22.875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,9000000,-23.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,10000000,-23.84375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
 11,1000000,-22.90625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
 11,2000000,-22.359375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
 11,3000000,-22.828125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
@@ -20599,26 +20599,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-23.609375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
 11,9000000,-23.671875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
 11,10000000,-22.578125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
-12,1000000,-23.96875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,2000000,-24.0,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,3000000,-23.921875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,4000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,5000000,-23.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,6000000,-23.765625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,7000000,-23.90625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,8000000,-23.65625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,9000000,-23.28125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,10000000,-22.859375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-13,1000000,-23.53125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
-13,2000000,-23.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
-13,3000000,-23.375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
-13,4000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
-13,5000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
-13,6000000,-23.921875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
-13,7000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
-13,8000000,-23.875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
-13,9000000,-23.90625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
-13,10000000,-23.953125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
+12,1000000,-23.96875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+12,2000000,-24.0,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+12,3000000,-23.921875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+12,4000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+12,5000000,-23.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+12,6000000,-23.765625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+12,7000000,-23.90625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+12,8000000,-23.65625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+12,9000000,-23.28125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+12,10000000,-22.859375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,2
+13,1000000,-23.53125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
+13,2000000,-23.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
+13,3000000,-23.375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
+13,4000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
+13,5000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
+13,6000000,-23.921875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
+13,7000000,-23.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
+13,8000000,-23.875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
+13,9000000,-23.90625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
+13,10000000,-23.953125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
 14,1000000,-17.15625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
 14,2000000,-17.390625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
 14,3000000,-16.140625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
@@ -20629,26 +20629,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-16.90625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
 14,9000000,-14.421875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
 14,10000000,-16.34375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
-15,1000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,2000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,3000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,4000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,5000000,-23.921875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,6000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,7000000,-24.0,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,8000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,9000000,-24.0,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,10000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-16,1000000,-21.3125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
-16,2000000,-18.15625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
-16,3000000,-20.96875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
-16,4000000,-17.703125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
-16,5000000,-18.953125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
-16,6000000,-15.84375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
-16,7000000,-17.921875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
-16,8000000,-17.4375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
-16,9000000,-17.734375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
-16,10000000,-17.8125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,2
+15,1000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+15,2000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+15,3000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+15,4000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+15,5000000,-23.921875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+15,6000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+15,7000000,-24.0,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+15,8000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+15,9000000,-24.0,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+15,10000000,-23.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,2
+16,1000000,-21.3125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
+16,2000000,-18.15625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
+16,3000000,-20.96875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
+16,4000000,-17.703125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
+16,5000000,-18.953125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
+16,6000000,-15.84375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
+16,7000000,-17.921875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
+16,8000000,-17.4375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
+16,9000000,-17.734375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
+16,10000000,-17.8125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
 17,1000000,-21.90625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
 17,2000000,-22.15625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
 17,3000000,-23.953125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
@@ -20659,26 +20659,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-22.484375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
 17,9000000,-22.953125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
 17,10000000,-23.890625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
-18,1000000,-23.625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,2000000,-23.484375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,3000000,-23.5625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,4000000,-23.265625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,5000000,-23.359375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,6000000,-23.515625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,7000000,-23.453125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,8000000,-23.296875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,9000000,-23.703125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,10000000,-23.875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-19,1000000,-23.375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
-19,2000000,-23.921875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
-19,3000000,-23.53125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
-19,4000000,-23.28125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
-19,5000000,-23.859375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
-19,6000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
-19,7000000,-23.875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
-19,8000000,-23.9375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
-19,9000000,-23.859375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
-19,10000000,-23.78125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,2
+18,1000000,-23.625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+18,2000000,-23.484375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+18,3000000,-23.5625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+18,4000000,-23.265625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+18,5000000,-23.359375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+18,6000000,-23.515625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+18,7000000,-23.453125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+18,8000000,-23.296875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+18,9000000,-23.703125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+18,10000000,-23.875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,2
+19,1000000,-23.375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
+19,2000000,-23.921875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
+19,3000000,-23.53125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
+19,4000000,-23.28125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
+19,5000000,-23.859375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
+19,6000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
+19,7000000,-23.875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
+19,8000000,-23.9375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
+19,9000000,-23.859375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
+19,10000000,-23.78125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
 20,1000000,-23.84375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
 20,2000000,-23.9375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
 20,3000000,-23.421875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
@@ -20689,76 +20689,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-23.546875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
 20,9000000,-23.859375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
 20,10000000,-23.5625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
-21,1000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,2000000,-22.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,3000000,-22.109375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,4000000,-23.640625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,5000000,-23.859375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,6000000,-23.390625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,7000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,8000000,-23.484375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,9000000,-23.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,10000000,-23.546875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-22,1000000,-18.96875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-22,2000000,-15.5625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-22,3000000,-19.03125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-22,4000000,-18.234375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-22,5000000,-16.265625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-22,6000000,-20.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-22,7000000,-17.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-22,8000000,-14.65625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-22,9000000,-16.4375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-22,10000000,-17.90625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,2
-23,1000000,-18.6875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-23,2000000,-17.703125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-23,3000000,-13.8125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-23,4000000,-15.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-23,5000000,-15.890625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-23,6000000,-17.296875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-23,7000000,-15.1875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-23,8000000,-14.1875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-23,9000000,-12.25,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-23,10000000,-12.796875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,2
-24,1000000,-23.90625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-24,2000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-24,3000000,-23.84375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-24,4000000,-23.546875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-24,5000000,-23.875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-24,6000000,-23.421875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-24,7000000,-23.65625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-24,8000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-24,9000000,-23.21875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-24,10000000,-24.0,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,2
-25,1000000,-18.34375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-25,2000000,-17.03125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-25,3000000,-17.640625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-25,4000000,-16.84375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-25,5000000,-22.546875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-25,6000000,-20.984375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-25,7000000,-21.234375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-25,8000000,-21.84375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-25,9000000,-22.21875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-25,10000000,-22.390625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,2
-26,1000000,-23.859375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-26,2000000,-22.640625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-26,3000000,-22.796875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-26,4000000,-22.828125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-26,5000000,-23.53125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-26,6000000,-22.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-26,7000000,-23.140625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-26,8000000,-23.953125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-26,9000000,-23.484375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-26,10000000,-22.84375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,2
-27,1000000,-20.6875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
-27,2000000,-22.53125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
-27,3000000,-21.890625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
-27,4000000,-22.90625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
-27,5000000,-23.375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
-27,6000000,-23.484375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
-27,7000000,-22.203125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
-27,8000000,-23.34375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
-27,9000000,-23.15625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
-27,10000000,-23.140625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,2
+21,1000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+21,2000000,-22.921875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+21,3000000,-22.109375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+21,4000000,-23.640625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+21,5000000,-23.859375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+21,6000000,-23.390625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+21,7000000,-23.96875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+21,8000000,-23.484375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+21,9000000,-23.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+21,10000000,-23.546875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,2
+22,1000000,-18.96875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+22,2000000,-15.5625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+22,3000000,-19.03125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+22,4000000,-18.234375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+22,5000000,-16.265625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+22,6000000,-20.71875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+22,7000000,-17.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+22,8000000,-14.65625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+22,9000000,-16.4375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+22,10000000,-17.90625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,2
+23,1000000,-18.6875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+23,2000000,-17.703125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+23,3000000,-13.8125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+23,4000000,-15.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+23,5000000,-15.890625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+23,6000000,-17.296875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+23,7000000,-15.1875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+23,8000000,-14.1875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+23,9000000,-12.25,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+23,10000000,-12.796875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,2
+24,1000000,-23.90625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+24,2000000,-23.453125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+24,3000000,-23.84375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+24,4000000,-23.546875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+24,5000000,-23.875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+24,6000000,-23.421875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+24,7000000,-23.65625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+24,8000000,-23.96875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+24,9000000,-23.21875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+24,10000000,-24.0,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,2
+25,1000000,-18.34375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+25,2000000,-17.03125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+25,3000000,-17.640625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+25,4000000,-16.84375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+25,5000000,-22.546875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+25,6000000,-20.984375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+25,7000000,-21.234375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+25,8000000,-21.84375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+25,9000000,-22.21875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+25,10000000,-22.390625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,2
+26,1000000,-23.859375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+26,2000000,-22.640625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+26,3000000,-22.796875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+26,4000000,-22.828125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+26,5000000,-23.53125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+26,6000000,-22.296875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+26,7000000,-23.140625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+26,8000000,-23.953125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+26,9000000,-23.484375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+26,10000000,-22.84375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,2
+27,1000000,-20.6875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
+27,2000000,-22.53125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
+27,3000000,-21.890625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
+27,4000000,-22.90625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
+27,5000000,-23.375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
+27,6000000,-23.484375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
+27,7000000,-22.203125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
+27,8000000,-23.34375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
+27,9000000,-23.15625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
+27,10000000,-23.140625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,2
 28,1000000,-21.21875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
 28,2000000,-20.859375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
 28,3000000,-20.90625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
@@ -20769,56 +20769,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-22.234375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
 28,9000000,-22.125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
 28,10000000,-22.0625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
-29,1000000,-23.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-29,2000000,-21.328125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-29,3000000,-22.1875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-29,4000000,-23.90625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-29,5000000,-22.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-29,6000000,-23.390625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-29,7000000,-23.28125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-29,8000000,-21.75,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-29,9000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-29,10000000,-23.921875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,2
-30,1000000,-23.421875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-30,2000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-30,3000000,-23.296875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-30,4000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-30,5000000,-23.578125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-30,6000000,-23.859375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-30,7000000,-23.375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-30,8000000,-23.5,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-30,9000000,-23.453125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-30,10000000,-23.921875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,2
-31,1000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-31,2000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-31,3000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-31,4000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-31,5000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-31,6000000,-23.859375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-31,7000000,-23.828125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-31,8000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-31,9000000,-23.84375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-31,10000000,-23.796875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,2
-32,1000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-32,2000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-32,3000000,-23.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-32,4000000,-23.40625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-32,5000000,-23.5625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-32,6000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-32,7000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-32,8000000,-23.40625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-32,9000000,-23.875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-32,10000000,-23.578125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,2
-33,1000000,-23.25,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
-33,2000000,-22.46875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
-33,3000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
-33,4000000,-23.953125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
-33,5000000,-23.875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
-33,6000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
-33,7000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
-33,8000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
-33,9000000,-23.875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
-33,10000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,2
+29,1000000,-23.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+29,2000000,-21.328125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+29,3000000,-22.1875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+29,4000000,-23.90625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+29,5000000,-22.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+29,6000000,-23.390625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+29,7000000,-23.28125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+29,8000000,-21.75,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+29,9000000,-23.953125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+29,10000000,-23.921875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,2
+30,1000000,-23.421875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+30,2000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+30,3000000,-23.296875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+30,4000000,-23.484375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+30,5000000,-23.578125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+30,6000000,-23.859375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+30,7000000,-23.375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+30,8000000,-23.5,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+30,9000000,-23.453125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+30,10000000,-23.921875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,2
+31,1000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+31,2000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+31,3000000,-23.890625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+31,4000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+31,5000000,-23.953125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+31,6000000,-23.859375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+31,7000000,-23.828125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+31,8000000,-23.9375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+31,9000000,-23.84375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+31,10000000,-23.796875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,2
+32,1000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+32,2000000,-23.90625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+32,3000000,-23.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+32,4000000,-23.40625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+32,5000000,-23.5625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+32,6000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+32,7000000,-23.953125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+32,8000000,-23.40625,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+32,9000000,-23.875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+32,10000000,-23.578125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,2
+33,1000000,-23.25,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
+33,2000000,-22.46875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
+33,3000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
+33,4000000,-23.953125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
+33,5000000,-23.875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
+33,6000000,-23.9375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
+33,7000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
+33,8000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
+33,9000000,-23.875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
+33,10000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,2
 34,1000000,-21.9375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
 34,2000000,-21.921875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
 34,3000000,-19.75,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
@@ -20829,96 +20829,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-20.34375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
 34,9000000,-18.25,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
 34,10000000,-19.203125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
-35,1000000,-23.4375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-35,2000000,-23.859375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-35,3000000,-23.765625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-35,4000000,-23.90625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-35,5000000,-23.65625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-35,6000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-35,7000000,-23.625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-35,8000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-35,9000000,-22.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-35,10000000,-23.609375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,2
-36,1000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-36,2000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-36,3000000,-23.5625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-36,4000000,-23.328125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-36,5000000,-23.296875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-36,6000000,-23.5625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-36,7000000,-23.46875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-36,8000000,-23.75,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-36,9000000,-23.4375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-36,10000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,2
-37,1000000,-23.53125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-37,2000000,-23.5625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-37,3000000,-23.265625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-37,4000000,-23.359375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-37,5000000,-23.328125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-37,6000000,-23.171875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-37,7000000,-23.46875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-37,8000000,-23.3125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-37,9000000,-23.5625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-37,10000000,-23.453125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,2
-38,1000000,-21.65625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-38,2000000,-20.078125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-38,3000000,-19.515625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-38,4000000,-19.53125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-38,5000000,-14.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-38,6000000,-16.40625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-38,7000000,-14.90625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-38,8000000,-15.21875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-38,9000000,-16.203125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-38,10000000,-14.953125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,2
-39,1000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-39,2000000,-23.953125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-39,3000000,-23.78125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-39,4000000,-23.625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-39,5000000,-23.65625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-39,6000000,-23.609375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-39,7000000,-23.546875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-39,8000000,-23.625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-39,9000000,-23.578125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-39,10000000,-23.71875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,2
-40,1000000,-20.65625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-40,2000000,-19.78125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-40,3000000,-18.96875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-40,4000000,-17.640625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-40,5000000,-18.53125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-40,6000000,-18.328125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-40,7000000,-17.328125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-40,8000000,-17.078125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-40,9000000,-17.5625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-40,10000000,-17.609375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,2
-41,1000000,-21.6875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-41,2000000,-22.203125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-41,3000000,-21.328125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-41,4000000,-23.546875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-41,5000000,-22.546875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-41,6000000,-21.90625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-41,7000000,-22.5,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-41,8000000,-23.09375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-41,9000000,-23.1875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-41,10000000,-23.953125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,2
-42,1000000,-18.90625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-42,2000000,-16.1875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-42,3000000,-17.796875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-42,4000000,-17.359375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-42,5000000,-17.15625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-42,6000000,-17.28125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-42,7000000,-16.953125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-42,8000000,-17.046875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-42,9000000,-14.25,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-42,10000000,-15.734375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,2
-43,1000000,-23.953125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
-43,2000000,-23.890625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
-43,3000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
-43,4000000,-23.890625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
-43,5000000,-22.875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
-43,6000000,-23.625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
-43,7000000,-23.640625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
-43,8000000,-23.890625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
-43,9000000,-23.953125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
-43,10000000,-22.921875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,2
+35,1000000,-23.4375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+35,2000000,-23.859375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+35,3000000,-23.765625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+35,4000000,-23.90625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+35,5000000,-23.65625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+35,6000000,-23.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+35,7000000,-23.625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+35,8000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+35,9000000,-22.921875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+35,10000000,-23.609375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,2
+36,1000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+36,2000000,-23.890625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+36,3000000,-23.5625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+36,4000000,-23.328125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+36,5000000,-23.296875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+36,6000000,-23.5625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+36,7000000,-23.46875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+36,8000000,-23.75,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+36,9000000,-23.4375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+36,10000000,-23.5,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,2
+37,1000000,-23.53125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+37,2000000,-23.5625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+37,3000000,-23.265625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+37,4000000,-23.359375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+37,5000000,-23.328125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+37,6000000,-23.171875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+37,7000000,-23.46875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+37,8000000,-23.3125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+37,9000000,-23.5625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+37,10000000,-23.453125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,2
+38,1000000,-21.65625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+38,2000000,-20.078125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+38,3000000,-19.515625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+38,4000000,-19.53125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+38,5000000,-14.421875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+38,6000000,-16.40625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+38,7000000,-14.90625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+38,8000000,-15.21875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+38,9000000,-16.203125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+38,10000000,-14.953125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,2
+39,1000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+39,2000000,-23.953125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+39,3000000,-23.78125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+39,4000000,-23.625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+39,5000000,-23.65625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+39,6000000,-23.609375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+39,7000000,-23.546875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+39,8000000,-23.625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+39,9000000,-23.578125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+39,10000000,-23.71875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,2
+40,1000000,-20.65625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+40,2000000,-19.78125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+40,3000000,-18.96875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+40,4000000,-17.640625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+40,5000000,-18.53125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+40,6000000,-18.328125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+40,7000000,-17.328125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+40,8000000,-17.078125,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+40,9000000,-17.5625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+40,10000000,-17.609375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,2
+41,1000000,-21.6875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+41,2000000,-22.203125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+41,3000000,-21.328125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+41,4000000,-23.546875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+41,5000000,-22.546875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+41,6000000,-21.90625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+41,7000000,-22.5,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+41,8000000,-23.09375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+41,9000000,-23.1875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+41,10000000,-23.953125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,2
+42,1000000,-18.90625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,2000000,-16.1875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,3000000,-17.796875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,4000000,-17.359375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,5000000,-17.15625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,6000000,-17.28125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,7000000,-16.953125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,8000000,-17.046875,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,9000000,-14.25,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,10000000,-15.734375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+43,1000000,-23.953125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,2000000,-23.890625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,3000000,-23.9375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,4000000,-23.890625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,5000000,-22.875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,6000000,-23.625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,7000000,-23.640625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,8000000,-23.890625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,9000000,-23.953125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,10000000,-22.921875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
 44,1000000,-22.71875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
 44,2000000,-22.8125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
 44,3000000,-23.609375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
@@ -20929,56 +20929,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.171875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
 44,9000000,-22.921875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
 44,10000000,-23.296875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
-45,1000000,-23.21875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,2000000,-23.21875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,3000000,-23.203125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,4000000,-23.078125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,5000000,-23.265625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,6000000,-23.015625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,7000000,-23.34375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,8000000,-23.296875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,9000000,-23.25,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,10000000,-23.109375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-46,1000000,-20.6875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,2000000,-18.828125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,3000000,-22.65625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,4000000,-19.453125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,5000000,-19.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,6000000,-19.53125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,7000000,-16.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,8000000,-19.265625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,9000000,-19.484375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,10000000,-18.515625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-47,1000000,-23.859375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,2000000,-23.421875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,3000000,-23.859375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,4000000,-23.890625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,5000000,-23.484375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,6000000,-22.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,7000000,-22.859375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,8000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,9000000,-23.375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,10000000,-23.4375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-48,1000000,-19.078125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,2000000,-18.984375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,3000000,-19.28125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,4000000,-18.625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,5000000,-17.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,6000000,-18.78125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,7000000,-18.5625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,8000000,-17.734375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,9000000,-17.109375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,10000000,-18.171875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-49,1000000,-23.484375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,2000000,-23.5,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,3000000,-23.390625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,4000000,-23.4375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,5000000,-23.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,6000000,-23.609375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,7000000,-23.390625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,8000000,-23.375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,9000000,-23.578125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,10000000,-23.453125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
+45,1000000,-23.21875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,2000000,-23.21875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,3000000,-23.203125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,4000000,-23.078125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,5000000,-23.265625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,6000000,-23.015625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,7000000,-23.34375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,8000000,-23.296875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,9000000,-23.25,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,10000000,-23.109375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+46,1000000,-20.6875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,2000000,-18.828125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,3000000,-22.65625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,4000000,-19.453125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,5000000,-19.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,6000000,-19.53125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,7000000,-16.984375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,8000000,-19.265625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,9000000,-19.484375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,10000000,-18.515625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+47,1000000,-23.859375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,2000000,-23.421875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,3000000,-23.859375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,4000000,-23.890625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,5000000,-23.484375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,6000000,-22.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,7000000,-22.859375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,8000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,9000000,-23.375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,10000000,-23.4375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+48,1000000,-19.078125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,2000000,-18.984375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,3000000,-19.28125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,4000000,-18.625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,5000000,-17.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,6000000,-18.78125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,7000000,-18.5625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,8000000,-17.734375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,9000000,-17.109375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,10000000,-18.171875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+49,1000000,-23.484375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,2000000,-23.5,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,3000000,-23.390625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,4000000,-23.4375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,5000000,-23.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,6000000,-23.609375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,7000000,-23.390625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,8000000,-23.375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,9000000,-23.578125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,10000000,-23.453125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
 50,1000000,-23.171875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
 50,2000000,-23.953125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
 50,3000000,-23.921875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
@@ -20989,26 +20989,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-21.859375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
 50,9000000,-23.921875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
 50,10000000,-23.1875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
-51,1000000,-23.21875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,2000000,-23.09375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,3000000,-23.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,4000000,-23.609375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,5000000,-23.125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,6000000,-22.875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,7000000,-23.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,8000000,-23.90625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,9000000,-23.578125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,10000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-52,1000000,-19.609375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,2000000,-15.046875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,3000000,-14.640625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,4000000,-17.234375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,5000000,-17.796875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,6000000,-16.671875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,7000000,-17.578125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,8000000,-16.875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,9000000,-16.609375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,10000000,-16.984375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
+51,1000000,-23.21875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,2000000,-23.09375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,3000000,-23.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,4000000,-23.609375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,5000000,-23.125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,6000000,-22.875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,7000000,-23.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,8000000,-23.90625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,9000000,-23.578125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,10000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+52,1000000,-19.609375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,2000000,-15.046875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,3000000,-14.640625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,4000000,-17.234375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,5000000,-17.796875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,6000000,-16.671875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,7000000,-17.578125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,8000000,-16.875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,9000000,-16.609375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,10000000,-16.984375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
 53,1000000,-23.953125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,2
 53,2000000,-23.484375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,2
 53,3000000,-23.375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,2
@@ -21029,16 +21029,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-16.25,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,2
 54,9000000,-16.03125,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,2
 54,10000000,-15.703125,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,2
-55,1000000,-18.859375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,2000000,-17.03125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,3000000,-14.6875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,4000000,-17.359375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,5000000,-17.96875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,6000000,-14.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,7000000,-14.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,8000000,-14.78125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,9000000,-14.46875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,10000000,-17.171875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
+55,1000000,-18.859375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,2000000,-17.03125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,3000000,-14.6875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,4000000,-17.359375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,5000000,-17.96875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,6000000,-14.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,7000000,-14.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,8000000,-14.78125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,9000000,-14.46875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,10000000,-17.171875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
 56,1000000,-23.734375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
 56,2000000,-23.78125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
 56,3000000,-23.453125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
@@ -21049,16 +21049,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-23.953125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
 56,9000000,-23.75,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
 56,10000000,-23.8125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
-57,1000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,2000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,3000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,4000000,-23.828125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,5000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,6000000,-23.140625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,7000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,8000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,9000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,10000000,-23.890625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
+57,1000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,2000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,3000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,4000000,-23.828125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,5000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,6000000,-23.140625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,7000000,-23.484375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,8000000,-23.953125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,9000000,-23.46875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,10000000,-23.890625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
 58,1000000,-21.328125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
 58,2000000,-18.421875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
 58,3000000,-19.484375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
@@ -21069,26 +21069,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-13.890625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
 58,9000000,-15.640625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
 58,10000000,-17.609375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
-59,1000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,2000000,-23.59375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,3000000,-23.515625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,4000000,-23.25,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,5000000,-23.609375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,6000000,-23.578125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,7000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,8000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,9000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,10000000,-23.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-60,1000000,-23.859375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,2000000,-22.609375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,3000000,-23.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,4000000,-23.1875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,5000000,-21.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,6000000,-21.921875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,7000000,-23.625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,8000000,-19.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,9000000,-21.953125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,10000000,-21.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
+59,1000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,2000000,-23.59375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,3000000,-23.515625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,4000000,-23.25,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,5000000,-23.609375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,6000000,-23.578125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,7000000,-23.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,8000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,9000000,-23.921875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,10000000,-23.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+60,1000000,-23.859375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,2000000,-22.609375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,3000000,-23.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,4000000,-23.1875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,5000000,-21.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,6000000,-21.921875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,7000000,-23.625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,8000000,-19.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,9000000,-21.953125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,10000000,-21.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
 61,1000000,-18.578125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
 61,2000000,-17.6875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
 61,3000000,-17.296875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
@@ -21099,16 +21099,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-17.3125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
 61,9000000,-15.859375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
 61,10000000,-15.84375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
-62,1000000,-23.78125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,2000000,-23.828125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,3000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,4000000,-23.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,5000000,-23.84375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,6000000,-23.859375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,7000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,8000000,-23.75,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,9000000,-23.78125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,10000000,-23.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
+62,1000000,-23.78125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,2000000,-23.828125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,3000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,4000000,-23.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,5000000,-23.84375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,6000000,-23.859375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,7000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,8000000,-23.75,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,9000000,-23.78125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,10000000,-23.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
 63,1000000,-23.53125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
 63,2000000,-23.921875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
 63,3000000,-23.328125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
@@ -21119,16 +21119,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.8125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
 63,9000000,-23.859375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
 63,10000000,-23.5,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
-64,1000000,-18.15625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,2000000,-15.734375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,3000000,-13.046875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,4000000,-17.765625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,5000000,-15.09375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,6000000,-18.46875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,7000000,-15.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,8000000,-16.265625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,9000000,-16.9375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,10000000,-15.46875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
+64,1000000,-18.15625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,2000000,-15.734375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,3000000,-13.046875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,4000000,-17.765625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,5000000,-15.09375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,6000000,-18.46875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,7000000,-15.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,8000000,-16.265625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,9000000,-16.9375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,10000000,-15.46875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
 65,1000000,-18.984375,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,2
 65,2000000,-19.34375,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,2
 65,3000000,-19.515625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,2
@@ -21149,16 +21149,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-23.0625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,2
 66,9000000,-23.984375,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,2
 66,10000000,-22.171875,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,2
-67,1000000,-23.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,2000000,-23.671875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,3000000,-23.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,4000000,-23.453125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,5000000,-23.578125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,6000000,-23.453125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,7000000,-23.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,8000000,-23.640625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,9000000,-23.609375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,10000000,-23.515625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
+67,1000000,-23.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,2000000,-23.671875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,3000000,-23.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,4000000,-23.453125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,5000000,-23.578125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,6000000,-23.453125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,7000000,-23.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,8000000,-23.640625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,9000000,-23.609375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,10000000,-23.515625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
 68,1000000,-23.4375,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,2
 68,2000000,-23.96875,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,2
 68,3000000,-21.15625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,2
@@ -21189,46 +21189,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-23.09375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,2
 70,9000000,-21.140625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,2
 70,10000000,-23.125,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,2
-71,1000000,-19.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,2000000,-19.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,3000000,-19.8125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,4000000,-17.359375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,5000000,-18.015625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,6000000,-17.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,7000000,-18.125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,8000000,-16.421875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,9000000,-17.84375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,10000000,-17.234375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-72,1000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-72,2000000,-23.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-72,3000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-72,4000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-72,5000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-72,6000000,-23.390625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-72,7000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-72,8000000,-23.96875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-72,9000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-72,10000000,-22.578125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
-73,1000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-73,2000000,-23.953125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-73,3000000,-23.9375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-73,4000000,-23.953125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-73,5000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-73,6000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-73,7000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-73,8000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-73,9000000,-23.859375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-73,10000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,2
-74,1000000,-22.03125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
-74,2000000,-21.9375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
-74,3000000,-20.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
-74,4000000,-21.140625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
-74,5000000,-21.859375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
-74,6000000,-21.359375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
-74,7000000,-23.421875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
-74,8000000,-21.171875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
-74,9000000,-22.640625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
-74,10000000,-20.46875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,2
+71,1000000,-19.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+71,2000000,-19.53125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+71,3000000,-19.8125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+71,4000000,-17.359375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+71,5000000,-18.015625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+71,6000000,-17.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+71,7000000,-18.125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+71,8000000,-16.421875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+71,9000000,-17.84375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+71,10000000,-17.234375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
+72,1000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+72,2000000,-23.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+72,3000000,-23.90625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+72,4000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+72,5000000,-23.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+72,6000000,-23.390625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+72,7000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+72,8000000,-23.96875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+72,9000000,-23.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+72,10000000,-22.578125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
+73,1000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,2000000,-23.953125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,3000000,-23.9375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,4000000,-23.953125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,5000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,6000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,7000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,8000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,9000000,-23.859375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,10000000,-23.890625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+74,1000000,-22.03125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,2000000,-21.9375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,3000000,-20.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,4000000,-21.140625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,5000000,-21.859375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,6000000,-21.359375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,7000000,-23.421875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,8000000,-21.171875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,9000000,-22.640625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,10000000,-20.46875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
 75,1000000,-23.96875,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,2
 75,2000000,-23.953125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,2
 75,3000000,-23.703125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,2
@@ -21249,56 +21249,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-20.875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,2
 76,9000000,-20.015625,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,2
 76,10000000,-19.5,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,2
-77,1000000,-20.75,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,2000000,-22.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,3000000,-23.71875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,4000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,5000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,6000000,-23.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,7000000,-23.9375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,8000000,-23.484375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,9000000,-23.609375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,10000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-78,1000000,-19.84375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,2000000,-19.59375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,3000000,-19.453125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,4000000,-18.90625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,5000000,-19.59375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,6000000,-17.296875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,7000000,-18.984375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,8000000,-18.140625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,9000000,-18.296875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,10000000,-16.6875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-79,1000000,-17.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,2000000,-18.703125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,3000000,-18.734375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,4000000,-17.75,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,5000000,-17.890625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,6000000,-18.734375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,7000000,-18.4375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,8000000,-17.4375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,9000000,-17.1875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,10000000,-16.25,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-80,1000000,-21.859375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-80,2000000,-21.546875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-80,3000000,-22.9375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-80,4000000,-20.953125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-80,5000000,-21.015625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-80,6000000,-23.46875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-80,7000000,-23.265625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-80,8000000,-23.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-80,9000000,-22.03125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-80,10000000,-23.28125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
-81,1000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
-81,2000000,-23.984375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
-81,3000000,-23.21875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
-81,4000000,-23.65625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
-81,5000000,-20.453125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
-81,6000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
-81,7000000,-23.578125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
-81,8000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
-81,9000000,-23.34375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
-81,10000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
+77,1000000,-20.75,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,2000000,-22.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,3000000,-23.71875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,4000000,-23.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,5000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,6000000,-23.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,7000000,-23.9375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,8000000,-23.484375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,9000000,-23.609375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,10000000,-23.359375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+78,1000000,-19.84375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,2000000,-19.59375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,3000000,-19.453125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,4000000,-18.90625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,5000000,-19.59375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,6000000,-17.296875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,7000000,-18.984375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,8000000,-18.140625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,9000000,-18.296875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,10000000,-16.6875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+79,1000000,-17.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,2000000,-18.703125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,3000000,-18.734375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,4000000,-17.75,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,5000000,-17.890625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,6000000,-18.734375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,7000000,-18.4375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,8000000,-17.4375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,9000000,-17.1875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,10000000,-16.25,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+80,1000000,-21.859375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,2000000,-21.546875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,3000000,-22.9375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,4000000,-20.953125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,5000000,-21.015625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,6000000,-23.46875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,7000000,-23.265625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,8000000,-23.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,9000000,-22.03125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,10000000,-23.28125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+81,1000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,2000000,-23.984375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,3000000,-23.21875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,4000000,-23.65625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,5000000,-20.453125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,6000000,-23.921875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,7000000,-23.578125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,8000000,-23.484375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,9000000,-23.34375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,10000000,-23.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
 82,1000000,-20.078125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
 82,2000000,-17.796875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
 82,3000000,-18.171875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
@@ -21309,46 +21309,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-16.28125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
 82,9000000,-14.921875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
 82,10000000,-13.4375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
-83,1000000,-22.78125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,2000000,-23.484375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,3000000,-23.015625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,4000000,-23.375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,5000000,-23.171875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,6000000,-23.921875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,7000000,-23.5625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,8000000,-23.453125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,9000000,-23.9375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,10000000,-23.59375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-84,1000000,-23.71875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,2000000,-20.9375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,3000000,-17.5,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,4000000,-17.359375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,5000000,-18.578125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,6000000,-19.828125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,7000000,-17.609375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,8000000,-16.90625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,9000000,-17.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,10000000,-17.3125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-85,1000000,-23.765625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-85,2000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-85,3000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-85,4000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-85,5000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-85,6000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-85,7000000,-23.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-85,8000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-85,9000000,-23.390625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-85,10000000,-22.84375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,2
-86,1000000,-23.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
-86,2000000,-18.09375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
-86,3000000,-18.046875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
-86,4000000,-17.953125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
-86,5000000,-16.390625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
-86,6000000,-14.328125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
-86,7000000,-16.484375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
-86,8000000,-13.203125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
-86,9000000,-15.984375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
-86,10000000,-15.734375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,2
+83,1000000,-22.78125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+83,2000000,-23.484375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+83,3000000,-23.015625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+83,4000000,-23.375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+83,5000000,-23.171875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+83,6000000,-23.921875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+83,7000000,-23.5625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+83,8000000,-23.453125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+83,9000000,-23.9375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+83,10000000,-23.59375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,2
+84,1000000,-23.71875,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+84,2000000,-20.9375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+84,3000000,-17.5,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+84,4000000,-17.359375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+84,5000000,-18.578125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+84,6000000,-19.828125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+84,7000000,-17.609375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+84,8000000,-16.90625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+84,9000000,-17.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+84,10000000,-17.3125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,2
+85,1000000,-23.765625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+85,2000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+85,3000000,-23.421875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+85,4000000,-23.984375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+85,5000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+85,6000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+85,7000000,-23.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+85,8000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+85,9000000,-23.390625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+85,10000000,-22.84375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,2
+86,1000000,-23.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,2000000,-18.09375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,3000000,-18.046875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,4000000,-17.953125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,5000000,-16.390625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,6000000,-14.328125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,7000000,-16.484375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,8000000,-13.203125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,9000000,-15.984375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,10000000,-15.734375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
 87,1000000,-22.859375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
 87,2000000,-23.546875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
 87,3000000,-21.84375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
@@ -21359,16 +21359,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-22.734375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
 87,9000000,-22.40625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
 87,10000000,-22.1875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
-88,1000000,-23.265625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,2000000,-22.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,3000000,-23.515625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,4000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,5000000,-23.796875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,6000000,-21.609375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,7000000,-23.75,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,8000000,-22.578125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,9000000,-23.578125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,10000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
+88,1000000,-23.265625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,2000000,-22.984375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,3000000,-23.515625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,4000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,5000000,-23.796875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,6000000,-21.609375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,7000000,-23.75,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,8000000,-22.578125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,9000000,-23.578125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,10000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
 89,1000000,-19.359375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
 89,2000000,-18.78125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
 89,3000000,-18.828125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
@@ -21379,36 +21379,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-23.8125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
 89,9000000,-21.875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
 89,10000000,-23.21875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
-90,1000000,-23.5,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-90,2000000,-23.453125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-90,3000000,-23.390625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-90,4000000,-23.046875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-90,5000000,-23.296875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-90,6000000,-22.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-90,7000000,-22.75,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-90,8000000,-22.890625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-90,9000000,-23.171875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-90,10000000,-22.5625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
-91,1000000,-20.03125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-91,2000000,-17.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-91,3000000,-17.5,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-91,4000000,-18.6875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-91,5000000,-18.46875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-91,6000000,-17.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-91,7000000,-18.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-91,8000000,-19.28125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-91,9000000,-19.21875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-91,10000000,-18.03125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,2
-92,1000000,-22.40625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
-92,2000000,-23.640625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
-92,3000000,-21.125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
-92,4000000,-23.046875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
-92,5000000,-23.953125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
-92,6000000,-23.84375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
-92,7000000,-23.171875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
-92,8000000,-23.546875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
-92,9000000,-23.921875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
-92,10000000,-23.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,2
+90,1000000,-23.5,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+90,2000000,-23.453125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+90,3000000,-23.390625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+90,4000000,-23.046875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+90,5000000,-23.296875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+90,6000000,-22.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+90,7000000,-22.75,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+90,8000000,-22.890625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+90,9000000,-23.171875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+90,10000000,-22.5625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,2
+91,1000000,-20.03125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+91,2000000,-17.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+91,3000000,-17.5,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+91,4000000,-18.6875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+91,5000000,-18.46875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+91,6000000,-17.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+91,7000000,-18.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+91,8000000,-19.28125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+91,9000000,-19.21875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+91,10000000,-18.03125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,2
+92,1000000,-22.40625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,2000000,-23.640625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,3000000,-21.125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,4000000,-23.046875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,5000000,-23.953125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,6000000,-23.84375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,7000000,-23.171875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,8000000,-23.546875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,9000000,-23.921875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,10000000,-23.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
 93,1000000,-23.4375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
 93,2000000,-23.953125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
 93,3000000,-23.953125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
@@ -21419,36 +21419,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-23.484375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
 93,9000000,-23.9375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
 93,10000000,-23.46875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
-94,1000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,2000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,3000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,4000000,-23.359375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,5000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,6000000,-23.671875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,7000000,-23.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,8000000,-23.546875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,9000000,-23.5,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,10000000,-23.953125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-95,1000000,-19.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,2000000,-18.609375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,3000000,-19.078125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,4000000,-18.84375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,5000000,-18.78125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,6000000,-18.921875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,7000000,-18.84375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,8000000,-18.4375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,9000000,-19.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,10000000,-17.671875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-96,1000000,-23.03125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,2000000,-23.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,3000000,-21.625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,4000000,-22.953125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,5000000,-23.296875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,6000000,-22.984375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,7000000,-21.53125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,8000000,-23.5,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,9000000,-21.1875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,10000000,-20.28125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
+94,1000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,2000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,3000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,4000000,-23.359375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,5000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,6000000,-23.671875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,7000000,-23.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,8000000,-23.546875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,9000000,-23.5,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,10000000,-23.953125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+95,1000000,-19.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,2000000,-18.609375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,3000000,-19.078125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,4000000,-18.84375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,5000000,-18.78125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,6000000,-18.921875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,7000000,-18.84375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,8000000,-18.4375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,9000000,-19.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,10000000,-17.671875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+96,1000000,-23.03125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,2000000,-23.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,3000000,-21.625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,4000000,-22.953125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,5000000,-23.296875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,6000000,-22.984375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,7000000,-21.53125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,8000000,-23.5,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,9000000,-21.1875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,10000000,-20.28125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
 97,1000000,-23.3125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,2
 97,2000000,-23.4375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,2
 97,3000000,-23.578125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,2
@@ -21469,36 +21469,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-22.953125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,2
 98,9000000,-21.28125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,2
 98,10000000,-23.1875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,2
-99,1000000,-23.046875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,2000000,-18.671875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,3000000,-16.8125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,4000000,-18.828125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,5000000,-16.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,6000000,-16.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,7000000,-16.359375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,8000000,-15.984375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,9000000,-16.40625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,10000000,-15.859375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-100,1000000,-23.4375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,2000000,-23.296875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,3000000,-23.546875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,4000000,-23.859375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,5000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,6000000,-23.5,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,7000000,-23.453125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,8000000,-23.328125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,9000000,-23.34375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,10000000,-23.3125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-101,1000000,-17.78125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,2000000,-17.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,3000000,-16.25,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,4000000,-19.890625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,5000000,-16.890625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,6000000,-18.53125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,7000000,-16.109375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,8000000,-15.296875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,9000000,-15.09375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,10000000,-15.5625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
+99,1000000,-23.046875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,2000000,-18.671875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,3000000,-16.8125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,4000000,-18.828125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,5000000,-16.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,6000000,-16.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,7000000,-16.359375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,8000000,-15.984375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,9000000,-16.40625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,10000000,-15.859375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+100,1000000,-23.4375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+100,2000000,-23.296875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+100,3000000,-23.546875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+100,4000000,-23.859375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+100,5000000,-23.921875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+100,6000000,-23.5,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+100,7000000,-23.453125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+100,8000000,-23.328125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+100,9000000,-23.34375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+100,10000000,-23.3125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+101,1000000,-17.78125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,2000000,-17.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,3000000,-16.25,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,4000000,-19.890625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,5000000,-16.890625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,6000000,-18.53125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,7000000,-16.109375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,8000000,-15.296875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,9000000,-15.09375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,10000000,-15.5625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
 102,1000000,-16.671875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,2
 102,2000000,-16.015625,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,2
 102,3000000,-18.171875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,2
@@ -21529,56 +21529,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-23.875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,2
 104,9000000,-22.234375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,2
 104,10000000,-23.40625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,2
-105,1000000,-24.0,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-105,2000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-105,3000000,-23.71875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-105,4000000,-23.375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-105,5000000,-23.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-105,6000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-105,7000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-105,8000000,-23.390625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-105,9000000,-23.921875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-105,10000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
-106,1000000,-23.9375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-106,2000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-106,3000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-106,4000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-106,5000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-106,6000000,-23.875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-106,7000000,-23.90625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-106,8000000,-23.96875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-106,9000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-106,10000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,2
-107,1000000,-18.421875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-107,2000000,-20.40625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-107,3000000,-19.0,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-107,4000000,-19.328125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-107,5000000,-19.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-107,6000000,-19.453125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-107,7000000,-18.671875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-107,8000000,-18.40625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-107,9000000,-18.546875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-107,10000000,-18.953125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,2
-108,1000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-108,2000000,-23.53125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-108,3000000,-23.640625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-108,4000000,-23.5625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-108,5000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-108,6000000,-23.296875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-108,7000000,-23.296875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-108,8000000,-23.578125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-108,9000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-108,10000000,-23.375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,2
-109,1000000,-23.953125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
-109,2000000,-23.78125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
-109,3000000,-22.640625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
-109,4000000,-23.4375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
-109,5000000,-19.875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
-109,6000000,-22.765625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
-109,7000000,-21.859375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
-109,8000000,-20.8125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
-109,9000000,-22.359375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
-109,10000000,-22.84375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,2
+105,1000000,-24.0,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+105,2000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+105,3000000,-23.71875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+105,4000000,-23.375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+105,5000000,-23.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+105,6000000,-23.953125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+105,7000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+105,8000000,-23.390625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+105,9000000,-23.921875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+105,10000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,2
+106,1000000,-23.9375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+106,2000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+106,3000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+106,4000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+106,5000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+106,6000000,-23.875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+106,7000000,-23.90625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+106,8000000,-23.96875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+106,9000000,-23.953125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+106,10000000,-23.921875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,2
+107,1000000,-18.421875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+107,2000000,-20.40625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+107,3000000,-19.0,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+107,4000000,-19.328125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+107,5000000,-19.234375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+107,6000000,-19.453125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+107,7000000,-18.671875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+107,8000000,-18.40625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+107,9000000,-18.546875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+107,10000000,-18.953125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,2
+108,1000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+108,2000000,-23.53125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+108,3000000,-23.640625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+108,4000000,-23.5625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+108,5000000,-23.484375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+108,6000000,-23.296875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+108,7000000,-23.296875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+108,8000000,-23.578125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+108,9000000,-23.515625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+108,10000000,-23.375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,2
+109,1000000,-23.953125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
+109,2000000,-23.78125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
+109,3000000,-22.640625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
+109,4000000,-23.4375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
+109,5000000,-19.875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
+109,6000000,-22.765625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
+109,7000000,-21.859375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
+109,8000000,-20.8125,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
+109,9000000,-22.359375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
+109,10000000,-22.84375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,2
 110,1000000,-23.203125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,2
 110,2000000,-23.953125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,2
 110,3000000,-23.578125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,2
@@ -21599,36 +21599,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.59375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,2
 111,9000000,-23.9375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,2
 111,10000000,-23.53125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,2
-112,1000000,-14.796875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-112,2000000,-18.03125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-112,3000000,-19.0,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-112,4000000,-20.484375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-112,5000000,-22.234375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-112,6000000,-22.109375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-112,7000000,-23.15625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-112,8000000,-23.609375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-112,9000000,-23.296875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-112,10000000,-22.859375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
-113,1000000,-23.640625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-113,2000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-113,3000000,-23.5625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-113,4000000,-23.4375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-113,5000000,-23.453125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-113,6000000,-23.078125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-113,7000000,-23.53125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-113,8000000,-23.609375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-113,9000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-113,10000000,-23.578125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,2
-114,1000000,-23.921875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
-114,2000000,-23.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
-114,3000000,-23.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
-114,4000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
-114,5000000,-23.890625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
-114,6000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
-114,7000000,-23.90625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
-114,8000000,-23.8125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
-114,9000000,-23.5625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
-114,10000000,-23.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,2
+112,1000000,-14.796875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+112,2000000,-18.03125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+112,3000000,-19.0,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+112,4000000,-20.484375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+112,5000000,-22.234375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+112,6000000,-22.109375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+112,7000000,-23.15625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+112,8000000,-23.609375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+112,9000000,-23.296875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+112,10000000,-22.859375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,2
+113,1000000,-23.640625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+113,2000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+113,3000000,-23.5625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+113,4000000,-23.4375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+113,5000000,-23.453125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+113,6000000,-23.078125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+113,7000000,-23.53125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+113,8000000,-23.609375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+113,9000000,-23.515625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+113,10000000,-23.578125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,2
+114,1000000,-23.921875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
+114,2000000,-23.953125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
+114,3000000,-23.984375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
+114,4000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
+114,5000000,-23.890625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
+114,6000000,-23.96875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
+114,7000000,-23.90625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
+114,8000000,-23.8125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
+114,9000000,-23.5625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
+114,10000000,-23.53125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,2
 115,1000000,-22.984375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
 115,2000000,-23.5625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
 115,3000000,-21.59375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
@@ -21639,26 +21639,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-23.4375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
 115,9000000,-23.46875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
 115,10000000,-23.921875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
-116,1000000,-24.0,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-116,2000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-116,3000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-116,4000000,-23.484375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-116,5000000,-23.46875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-116,6000000,-23.53125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-116,7000000,-23.5,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-116,8000000,-23.5625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-116,9000000,-23.546875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-116,10000000,-23.484375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,2
-117,1000000,-23.890625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
-117,2000000,-23.4375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
-117,3000000,-23.140625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
-117,4000000,-23.875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
-117,5000000,-23.84375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
-117,6000000,-23.9375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
-117,7000000,-23.578125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
-117,8000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
-117,9000000,-23.21875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
-117,10000000,-22.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,2
+116,1000000,-24.0,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+116,2000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+116,3000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+116,4000000,-23.484375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+116,5000000,-23.46875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+116,6000000,-23.53125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+116,7000000,-23.5,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+116,8000000,-23.5625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+116,9000000,-23.546875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+116,10000000,-23.484375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,2
+117,1000000,-23.890625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
+117,2000000,-23.4375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
+117,3000000,-23.140625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
+117,4000000,-23.875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
+117,5000000,-23.84375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
+117,6000000,-23.9375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
+117,7000000,-23.578125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
+117,8000000,-23.40625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
+117,9000000,-23.21875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
+117,10000000,-22.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,2
 118,1000000,-19.34375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
 118,2000000,-19.078125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
 118,3000000,-19.734375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
@@ -21669,56 +21669,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-18.75,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
 118,9000000,-17.9375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
 118,10000000,-18.4375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
-119,1000000,-23.328125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-119,2000000,-20.5,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-119,3000000,-22.90625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-119,4000000,-23.46875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-119,5000000,-23.90625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-119,6000000,-23.1875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-119,7000000,-23.5,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-119,8000000,-23.78125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-119,9000000,-20.828125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-119,10000000,-21.625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,2
-120,1000000,-23.03125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-120,2000000,-23.296875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-120,3000000,-22.390625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-120,4000000,-20.375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-120,5000000,-20.28125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-120,6000000,-22.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-120,7000000,-19.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-120,8000000,-20.5625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-120,9000000,-21.203125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-120,10000000,-20.3125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,2
-121,1000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-121,2000000,-23.90625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-121,3000000,-23.546875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-121,4000000,-23.6875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-121,5000000,-23.34375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-121,6000000,-23.515625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-121,7000000,-23.515625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-121,8000000,-23.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-121,9000000,-23.9375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-121,10000000,-23.109375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,2
-122,1000000,-23.484375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-122,2000000,-23.578125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-122,3000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-122,4000000,-23.34375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-122,5000000,-23.484375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-122,6000000,-23.59375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-122,7000000,-23.296875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-122,8000000,-23.25,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-122,9000000,-23.046875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-122,10000000,-23.09375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,2
-123,1000000,-17.859375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
-123,2000000,-18.515625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
-123,3000000,-18.78125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
-123,4000000,-17.703125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
-123,5000000,-18.03125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
-123,6000000,-17.390625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
-123,7000000,-17.578125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
-123,8000000,-18.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
-123,9000000,-17.21875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
-123,10000000,-17.171875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,2
+119,1000000,-23.328125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+119,2000000,-20.5,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+119,3000000,-22.90625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+119,4000000,-23.46875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+119,5000000,-23.90625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+119,6000000,-23.1875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+119,7000000,-23.5,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+119,8000000,-23.78125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+119,9000000,-20.828125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+119,10000000,-21.625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,2
+120,1000000,-23.03125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+120,2000000,-23.296875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+120,3000000,-22.390625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+120,4000000,-20.375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+120,5000000,-20.28125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+120,6000000,-22.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+120,7000000,-19.578125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+120,8000000,-20.5625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+120,9000000,-21.203125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+120,10000000,-20.3125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,2
+121,1000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+121,2000000,-23.90625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+121,3000000,-23.546875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+121,4000000,-23.6875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+121,5000000,-23.34375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+121,6000000,-23.515625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+121,7000000,-23.515625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+121,8000000,-23.96875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+121,9000000,-23.9375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+121,10000000,-23.109375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,2
+122,1000000,-23.484375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+122,2000000,-23.578125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+122,3000000,-23.546875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+122,4000000,-23.34375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+122,5000000,-23.484375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+122,6000000,-23.59375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+122,7000000,-23.296875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+122,8000000,-23.25,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+122,9000000,-23.046875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+122,10000000,-23.09375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,2
+123,1000000,-17.859375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
+123,2000000,-18.515625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
+123,3000000,-18.78125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
+123,4000000,-17.703125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
+123,5000000,-18.03125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
+123,6000000,-17.390625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
+123,7000000,-17.578125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
+123,8000000,-18.1875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
+123,9000000,-17.21875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
+123,10000000,-17.171875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,2
 124,1000000,-18.5625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,2
 124,2000000,-20.65625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,2
 124,3000000,-18.828125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,2
@@ -21729,136 +21729,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-16.140625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,2
 124,9000000,-20.125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,2
 124,10000000,-19.515625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,2
-125,1000000,-23.96875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-125,2000000,-23.625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-125,3000000,-23.328125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-125,4000000,-23.390625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-125,5000000,-23.78125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-125,6000000,-23.28125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-125,7000000,-23.578125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-125,8000000,-23.71875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-125,9000000,-23.78125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-125,10000000,-23.34375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,2
-126,1000000,-23.984375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-126,2000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-126,3000000,-23.984375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-126,4000000,-23.96875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-126,5000000,-23.96875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-126,6000000,-23.984375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-126,7000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-126,8000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-126,9000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-126,10000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,2
-127,1000000,-22.296875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-127,2000000,-23.609375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-127,3000000,-22.390625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-127,4000000,-22.34375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-127,5000000,-23.515625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-127,6000000,-22.296875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-127,7000000,-22.953125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-127,8000000,-23.171875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-127,9000000,-21.9375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-127,10000000,-21.421875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,2
-128,1000000,-23.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-128,2000000,-23.078125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-128,3000000,-23.078125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-128,4000000,-20.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-128,5000000,-23.296875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-128,6000000,-23.4375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-128,7000000,-23.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-128,8000000,-23.515625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-128,9000000,-23.625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-128,10000000,-23.546875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,2
-129,1000000,-23.953125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-129,2000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-129,3000000,-23.96875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-129,4000000,-23.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-129,5000000,-23.765625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-129,6000000,-23.265625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-129,7000000,-23.953125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-129,8000000,-23.640625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-129,9000000,-23.625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-129,10000000,-23.546875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,2
-130,1000000,-22.59375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-130,2000000,-19.953125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-130,3000000,-20.140625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-130,4000000,-21.484375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-130,5000000,-22.765625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-130,6000000,-21.65625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-130,7000000,-20.28125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-130,8000000,-22.46875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-130,9000000,-22.375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-130,10000000,-23.25,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,2
-131,1000000,-23.828125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-131,2000000,-23.90625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-131,3000000,-23.859375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-131,4000000,-23.5,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-131,5000000,-23.46875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-131,6000000,-23.75,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-131,7000000,-19.046875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-131,8000000,-22.921875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-131,9000000,-23.84375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-131,10000000,-18.171875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,2
-132,1000000,-23.90625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-132,2000000,-23.921875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-132,3000000,-23.9375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-132,4000000,-23.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-132,5000000,-23.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-132,6000000,-23.921875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-132,7000000,-23.875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-132,8000000,-23.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-132,9000000,-23.921875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-132,10000000,-23.953125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,2
-133,1000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-133,2000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-133,3000000,-23.890625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-133,4000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-133,5000000,-23.84375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-133,6000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-133,7000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-133,8000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-133,9000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-133,10000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,2
-134,1000000,-23.21875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-134,2000000,-23.8125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-134,3000000,-22.125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-134,4000000,-21.703125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-134,5000000,-21.96875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-134,6000000,-22.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-134,7000000,-22.546875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-134,8000000,-23.078125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-134,9000000,-23.03125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-134,10000000,-23.921875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,2
-135,1000000,-23.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-135,2000000,-23.75,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-135,3000000,-23.84375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-135,4000000,-23.71875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-135,5000000,-23.609375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-135,6000000,-23.515625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-135,7000000,-23.625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-135,8000000,-22.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-135,9000000,-23.8125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-135,10000000,-23.0625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,2
-136,1000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-136,2000000,-23.796875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-136,3000000,-23.59375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-136,4000000,-22.703125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-136,5000000,-22.8125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-136,6000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-136,7000000,-23.8125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-136,8000000,-22.671875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-136,9000000,-23.609375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-136,10000000,-21.8125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,2
-137,1000000,-23.46875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
-137,2000000,-23.5625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
-137,3000000,-23.59375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
-137,4000000,-22.796875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
-137,5000000,-23.515625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
-137,6000000,-23.84375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
-137,7000000,-23.015625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
-137,8000000,-23.5625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
-137,9000000,-23.40625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
-137,10000000,-24.0,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,2
+125,1000000,-23.96875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+125,2000000,-23.625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+125,3000000,-23.328125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+125,4000000,-23.390625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+125,5000000,-23.78125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+125,6000000,-23.28125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+125,7000000,-23.578125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+125,8000000,-23.71875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+125,9000000,-23.78125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+125,10000000,-23.34375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,2
+126,1000000,-23.984375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+126,2000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+126,3000000,-23.984375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+126,4000000,-23.96875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+126,5000000,-23.96875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+126,6000000,-23.984375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+126,7000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+126,8000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+126,9000000,-23.953125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+126,10000000,-23.9375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,2
+127,1000000,-22.296875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+127,2000000,-23.609375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+127,3000000,-22.390625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+127,4000000,-22.34375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+127,5000000,-23.515625,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+127,6000000,-22.296875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+127,7000000,-22.953125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+127,8000000,-23.171875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+127,9000000,-21.9375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+127,10000000,-21.421875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,2
+128,1000000,-23.90625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+128,2000000,-23.078125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+128,3000000,-23.078125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+128,4000000,-20.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+128,5000000,-23.296875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+128,6000000,-23.4375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+128,7000000,-23.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+128,8000000,-23.515625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+128,9000000,-23.625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+128,10000000,-23.546875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,2
+129,1000000,-23.953125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+129,2000000,-23.90625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+129,3000000,-23.96875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+129,4000000,-23.890625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+129,5000000,-23.765625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+129,6000000,-23.265625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+129,7000000,-23.953125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+129,8000000,-23.640625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+129,9000000,-23.625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+129,10000000,-23.546875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,2
+130,1000000,-22.59375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+130,2000000,-19.953125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+130,3000000,-20.140625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+130,4000000,-21.484375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+130,5000000,-22.765625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+130,6000000,-21.65625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+130,7000000,-20.28125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+130,8000000,-22.46875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+130,9000000,-22.375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+130,10000000,-23.25,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,2
+131,1000000,-23.828125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+131,2000000,-23.90625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+131,3000000,-23.859375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+131,4000000,-23.5,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+131,5000000,-23.46875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+131,6000000,-23.75,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+131,7000000,-19.046875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+131,8000000,-22.921875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+131,9000000,-23.84375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+131,10000000,-18.171875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,2
+132,1000000,-23.90625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+132,2000000,-23.921875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+132,3000000,-23.9375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+132,4000000,-23.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+132,5000000,-23.84375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+132,6000000,-23.921875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+132,7000000,-23.875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+132,8000000,-23.890625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+132,9000000,-23.921875,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+132,10000000,-23.953125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,2
+133,1000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+133,2000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+133,3000000,-23.890625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+133,4000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+133,5000000,-23.84375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+133,6000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+133,7000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+133,8000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+133,9000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+133,10000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,2
+134,1000000,-23.21875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+134,2000000,-23.8125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+134,3000000,-22.125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+134,4000000,-21.703125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+134,5000000,-21.96875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+134,6000000,-22.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+134,7000000,-22.546875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+134,8000000,-23.078125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+134,9000000,-23.03125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+134,10000000,-23.921875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,2
+135,1000000,-23.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+135,2000000,-23.75,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+135,3000000,-23.84375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+135,4000000,-23.71875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+135,5000000,-23.609375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+135,6000000,-23.515625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+135,7000000,-23.625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+135,8000000,-22.9375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+135,9000000,-23.8125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+135,10000000,-23.0625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,2
+136,1000000,-23.9375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+136,2000000,-23.796875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+136,3000000,-23.59375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+136,4000000,-22.703125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+136,5000000,-22.8125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+136,6000000,-23.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+136,7000000,-23.8125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+136,8000000,-22.671875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+136,9000000,-23.609375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+136,10000000,-21.8125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,2
+137,1000000,-23.46875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
+137,2000000,-23.5625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
+137,3000000,-23.59375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
+137,4000000,-22.796875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
+137,5000000,-23.515625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
+137,6000000,-23.84375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
+137,7000000,-23.015625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
+137,8000000,-23.5625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
+137,9000000,-23.40625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
+137,10000000,-24.0,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,2
 138,1000000,-22.234375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
 138,2000000,-23.3125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
 138,3000000,-21.640625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
@@ -21869,56 +21869,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-23.359375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
 138,9000000,-23.234375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
 138,10000000,-23.96875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
-139,1000000,-23.859375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-139,2000000,-23.84375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-139,3000000,-23.234375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-139,4000000,-23.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-139,5000000,-21.03125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-139,6000000,-22.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-139,7000000,-23.96875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-139,8000000,-22.859375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-139,9000000,-23.0,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-139,10000000,-19.984375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,2
-140,1000000,-19.78125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-140,2000000,-19.890625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-140,3000000,-19.265625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-140,4000000,-18.25,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-140,5000000,-17.71875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-140,6000000,-16.125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-140,7000000,-16.15625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-140,8000000,-16.078125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-140,9000000,-15.8125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-140,10000000,-15.546875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,2
-141,1000000,-18.359375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-141,2000000,-18.625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-141,3000000,-18.71875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-141,4000000,-17.4375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-141,5000000,-16.109375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-141,6000000,-16.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-141,7000000,-14.15625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-141,8000000,-14.234375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-141,9000000,-18.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-141,10000000,-14.28125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,2
-142,1000000,-19.3125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-142,2000000,-18.4375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-142,3000000,-18.859375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-142,4000000,-18.0,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-142,5000000,-15.734375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-142,6000000,-14.953125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-142,7000000,-14.5,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-142,8000000,-18.234375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-142,9000000,-16.390625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-142,10000000,-12.28125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,2
-143,1000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
-143,2000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
-143,3000000,-23.40625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
-143,4000000,-22.8125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
-143,5000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
-143,6000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
-143,7000000,-23.328125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
-143,8000000,-23.0625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
-143,9000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
-143,10000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,2
+139,1000000,-23.859375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+139,2000000,-23.84375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+139,3000000,-23.234375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+139,4000000,-23.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+139,5000000,-21.03125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+139,6000000,-22.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+139,7000000,-23.96875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+139,8000000,-22.859375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+139,9000000,-23.0,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+139,10000000,-19.984375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,2
+140,1000000,-19.78125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+140,2000000,-19.890625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+140,3000000,-19.265625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+140,4000000,-18.25,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+140,5000000,-17.71875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+140,6000000,-16.125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+140,7000000,-16.15625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+140,8000000,-16.078125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+140,9000000,-15.8125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+140,10000000,-15.546875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,2
+141,1000000,-18.359375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+141,2000000,-18.625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+141,3000000,-18.71875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+141,4000000,-17.4375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+141,5000000,-16.109375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+141,6000000,-16.40625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+141,7000000,-14.15625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+141,8000000,-14.234375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+141,9000000,-18.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+141,10000000,-14.28125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,2
+142,1000000,-19.3125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+142,2000000,-18.4375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+142,3000000,-18.859375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+142,4000000,-18.0,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+142,5000000,-15.734375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+142,6000000,-14.953125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+142,7000000,-14.5,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+142,8000000,-18.234375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+142,9000000,-16.390625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+142,10000000,-12.28125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,2
+143,1000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
+143,2000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
+143,3000000,-23.40625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
+143,4000000,-22.8125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
+143,5000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
+143,6000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
+143,7000000,-23.328125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
+143,8000000,-23.0625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
+143,9000000,-23.46875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
+143,10000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,2
 144,1000000,-19.8125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
 144,2000000,-18.90625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
 144,3000000,-18.328125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
@@ -21929,36 +21929,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-23.71875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
 144,9000000,-23.71875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
 144,10000000,-23.484375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
-145,1000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,2000000,-23.359375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,3000000,-23.484375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,4000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,5000000,-23.625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,6000000,-23.40625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,7000000,-22.875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,8000000,-23.515625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,9000000,-23.59375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,10000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-146,1000000,-23.15625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,2000000,-22.96875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,3000000,-23.140625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,4000000,-23.328125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,5000000,-22.453125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,6000000,-23.796875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,7000000,-23.5,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,8000000,-23.546875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,9000000,-23.515625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,10000000,-23.5625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-147,1000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,2000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,3000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,4000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,5000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,6000000,-23.9375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,7000000,-23.859375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,8000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,9000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,10000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
+145,1000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+145,2000000,-23.359375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+145,3000000,-23.484375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+145,4000000,-23.9375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+145,5000000,-23.625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+145,6000000,-23.40625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+145,7000000,-22.875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+145,8000000,-23.515625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+145,9000000,-23.59375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+145,10000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
+146,1000000,-23.15625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,2000000,-22.96875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,3000000,-23.140625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,4000000,-23.328125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,5000000,-22.453125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,6000000,-23.796875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,7000000,-23.5,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,8000000,-23.546875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,9000000,-23.515625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,10000000,-23.5625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+147,1000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,2000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,3000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,4000000,-23.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,5000000,-23.890625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,6000000,-23.9375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,7000000,-23.859375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,8000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,9000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,10000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
 148,1000000,-22.640625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
 148,2000000,-22.828125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
 148,3000000,-21.84375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
@@ -21969,16 +21969,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-23.984375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
 148,9000000,-23.890625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
 148,10000000,-23.953125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
-149,1000000,-17.109375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,2000000,-19.296875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,3000000,-17.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,4000000,-18.359375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,5000000,-18.546875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,6000000,-17.515625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,7000000,-18.0,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,8000000,-17.546875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,9000000,-17.484375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,10000000,-17.984375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
+149,1000000,-17.109375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,2000000,-19.296875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,3000000,-17.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,4000000,-18.359375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,5000000,-18.546875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,6000000,-17.515625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,7000000,-18.0,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,8000000,-17.546875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,9000000,-17.484375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,10000000,-17.984375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
 150,1000000,-19.1875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
 150,2000000,-18.34375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
 150,3000000,-17.78125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
@@ -21989,26 +21989,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-18.296875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
 150,9000000,-18.359375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
 150,10000000,-18.53125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
-151,1000000,-23.546875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,2000000,-23.625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,3000000,-22.796875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,4000000,-22.734375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,5000000,-23.609375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,6000000,-23.703125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,7000000,-23.890625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,8000000,-23.421875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,9000000,-23.515625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,10000000,-23.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-152,1000000,-17.421875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,2000000,-17.6875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,3000000,-16.40625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,4000000,-18.1875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,5000000,-18.109375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,6000000,-17.875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,7000000,-18.203125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,8000000,-17.734375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,9000000,-16.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,10000000,-18.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
+151,1000000,-23.546875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+151,2000000,-23.625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+151,3000000,-22.796875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+151,4000000,-22.734375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+151,5000000,-23.609375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+151,6000000,-23.703125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+151,7000000,-23.890625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+151,8000000,-23.421875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+151,9000000,-23.515625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+151,10000000,-23.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
+152,1000000,-17.421875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,2000000,-17.6875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,3000000,-16.40625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,4000000,-18.1875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,5000000,-18.109375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,6000000,-17.875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,7000000,-18.203125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,8000000,-17.734375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,9000000,-16.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,10000000,-18.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
 153,1000000,-22.84375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,2
 153,2000000,-23.96875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,2
 153,3000000,-23.875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,2
@@ -22029,16 +22029,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-15.765625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,2
 154,9000000,-15.0625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,2
 154,10000000,-17.453125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,2
-155,1000000,-21.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
-155,2000000,-20.53125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
-155,3000000,-20.75,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
-155,4000000,-20.03125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
-155,5000000,-19.90625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
-155,6000000,-17.71875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
-155,7000000,-19.078125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
-155,8000000,-17.390625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
-155,9000000,-16.359375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
-155,10000000,-16.5,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,2
+155,1000000,-21.234375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,2000000,-20.53125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,3000000,-20.75,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,4000000,-20.03125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,5000000,-19.90625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,6000000,-17.71875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,7000000,-19.078125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,8000000,-17.390625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,9000000,-16.359375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,10000000,-16.5,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
 156,1000000,-19.078125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
 156,2000000,-18.71875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
 156,3000000,-18.171875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
@@ -22049,106 +22049,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-18.5,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
 156,9000000,-19.15625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
 156,10000000,-18.21875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
-157,1000000,-20.625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-157,2000000,-22.609375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-157,3000000,-21.4375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-157,4000000,-19.046875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-157,5000000,-19.71875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-157,6000000,-21.65625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-157,7000000,-19.8125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-157,8000000,-19.59375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-157,9000000,-19.375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-157,10000000,-18.578125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,2
-158,1000000,-23.875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-158,2000000,-23.578125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-158,3000000,-23.421875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-158,4000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-158,5000000,-23.4375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-158,6000000,-23.171875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-158,7000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-158,8000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-158,9000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-158,10000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,2
-159,1000000,-18.40625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-159,2000000,-17.421875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-159,3000000,-18.28125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-159,4000000,-16.953125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-159,5000000,-16.703125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-159,6000000,-19.140625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-159,7000000,-18.5,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-159,8000000,-19.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-159,9000000,-17.328125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-159,10000000,-18.1875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,2
-160,1000000,-23.328125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-160,2000000,-23.34375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-160,3000000,-23.5625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-160,4000000,-23.5,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-160,5000000,-23.703125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-160,6000000,-23.71875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-160,7000000,-23.609375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-160,8000000,-23.453125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-160,9000000,-23.421875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-160,10000000,-23.765625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,2
-161,1000000,-18.90625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-161,2000000,-19.875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-161,3000000,-18.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-161,4000000,-18.078125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-161,5000000,-18.5625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-161,6000000,-18.5,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-161,7000000,-18.78125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-161,8000000,-18.28125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-161,9000000,-17.359375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-161,10000000,-18.6875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,2
-162,1000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-162,2000000,-22.625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-162,3000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-162,4000000,-22.359375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-162,5000000,-23.15625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-162,6000000,-23.03125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-162,7000000,-23.34375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-162,8000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-162,9000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-162,10000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,2
-163,1000000,-18.84375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-163,2000000,-19.140625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-163,3000000,-18.1875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-163,4000000,-15.984375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-163,5000000,-16.609375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-163,6000000,-15.96875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-163,7000000,-15.375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-163,8000000,-14.859375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-163,9000000,-16.6875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-163,10000000,-14.234375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,2
-164,1000000,-23.890625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-164,2000000,-22.90625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-164,3000000,-21.0625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-164,4000000,-22.609375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-164,5000000,-23.28125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-164,6000000,-22.109375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-164,7000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-164,8000000,-20.015625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-164,9000000,-21.03125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-164,10000000,-20.8125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,2
-165,1000000,-23.734375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-165,2000000,-23.5,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-165,3000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-165,4000000,-22.703125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-165,5000000,-23.328125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-165,6000000,-23.859375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-165,7000000,-23.78125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-165,8000000,-23.25,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-165,9000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-165,10000000,-23.265625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,2
-166,1000000,-23.265625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
-166,2000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
-166,3000000,-23.28125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
-166,4000000,-23.296875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
-166,5000000,-23.46875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
-166,6000000,-23.34375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
-166,7000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
-166,8000000,-23.46875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
-166,9000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
-166,10000000,-23.34375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,2
+157,1000000,-20.625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+157,2000000,-22.609375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+157,3000000,-21.4375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+157,4000000,-19.046875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+157,5000000,-19.71875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+157,6000000,-21.65625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+157,7000000,-19.8125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+157,8000000,-19.59375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+157,9000000,-19.375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+157,10000000,-18.578125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,2
+158,1000000,-23.875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+158,2000000,-23.578125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+158,3000000,-23.421875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+158,4000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+158,5000000,-23.4375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+158,6000000,-23.171875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+158,7000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+158,8000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+158,9000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+158,10000000,-23.96875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,2
+159,1000000,-18.40625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+159,2000000,-17.421875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+159,3000000,-18.28125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+159,4000000,-16.953125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+159,5000000,-16.703125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+159,6000000,-19.140625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+159,7000000,-18.5,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+159,8000000,-19.125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+159,9000000,-17.328125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+159,10000000,-18.1875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,2
+160,1000000,-23.328125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+160,2000000,-23.34375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+160,3000000,-23.5625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+160,4000000,-23.5,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+160,5000000,-23.703125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+160,6000000,-23.71875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+160,7000000,-23.609375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+160,8000000,-23.453125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+160,9000000,-23.421875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+160,10000000,-23.765625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,2
+161,1000000,-18.90625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+161,2000000,-19.875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+161,3000000,-18.921875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+161,4000000,-18.078125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+161,5000000,-18.5625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+161,6000000,-18.5,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+161,7000000,-18.78125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+161,8000000,-18.28125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+161,9000000,-17.359375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+161,10000000,-18.6875,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,2
+162,1000000,-23.90625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+162,2000000,-22.625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+162,3000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+162,4000000,-22.359375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+162,5000000,-23.15625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+162,6000000,-23.03125,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+162,7000000,-23.34375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+162,8000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+162,9000000,-23.921875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+162,10000000,-23.890625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,2
+163,1000000,-18.84375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+163,2000000,-19.140625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+163,3000000,-18.1875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+163,4000000,-15.984375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+163,5000000,-16.609375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+163,6000000,-15.96875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+163,7000000,-15.375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+163,8000000,-14.859375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+163,9000000,-16.6875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+163,10000000,-14.234375,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,2
+164,1000000,-23.890625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+164,2000000,-22.90625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+164,3000000,-21.0625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+164,4000000,-22.609375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+164,5000000,-23.28125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+164,6000000,-22.109375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+164,7000000,-23.921875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+164,8000000,-20.015625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+164,9000000,-21.03125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+164,10000000,-20.8125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,2
+165,1000000,-23.734375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+165,2000000,-23.5,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+165,3000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+165,4000000,-22.703125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+165,5000000,-23.328125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+165,6000000,-23.859375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+165,7000000,-23.78125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+165,8000000,-23.25,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+165,9000000,-23.96875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+165,10000000,-23.265625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,2
+166,1000000,-23.265625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
+166,2000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
+166,3000000,-23.28125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
+166,4000000,-23.296875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
+166,5000000,-23.46875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
+166,6000000,-23.34375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
+166,7000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
+166,8000000,-23.46875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
+166,9000000,-23.453125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
+166,10000000,-23.34375,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,2
 167,1000000,-18.96875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
 167,2000000,-19.53125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
 167,3000000,-17.203125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
@@ -22159,26 +22159,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-16.96875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
 167,9000000,-16.328125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
 167,10000000,-15.5625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
-168,1000000,-19.375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-168,2000000,-16.890625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-168,3000000,-18.40625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-168,4000000,-17.375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-168,5000000,-17.734375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-168,6000000,-17.734375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-168,7000000,-18.09375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-168,8000000,-18.40625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-168,9000000,-19.765625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-168,10000000,-18.171875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,2
-169,1000000,-19.15625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
-169,2000000,-18.53125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
-169,3000000,-17.84375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
-169,4000000,-18.84375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
-169,5000000,-17.796875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
-169,6000000,-17.71875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
-169,7000000,-18.671875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
-169,8000000,-16.890625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
-169,9000000,-17.578125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
-169,10000000,-17.578125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,2
+168,1000000,-19.375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+168,2000000,-16.890625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+168,3000000,-18.40625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+168,4000000,-17.375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+168,5000000,-17.734375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+168,6000000,-17.734375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+168,7000000,-18.09375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+168,8000000,-18.40625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+168,9000000,-19.765625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+168,10000000,-18.171875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,2
+169,1000000,-19.15625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,2000000,-18.53125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,3000000,-17.84375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,4000000,-18.84375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,5000000,-17.796875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,6000000,-17.71875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,7000000,-18.671875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,8000000,-16.890625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,9000000,-17.578125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,10000000,-17.578125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
 170,1000000,-21.390625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,2
 170,2000000,-21.171875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,2
 170,3000000,-20.6875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,2
@@ -22199,26 +22199,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-16.875,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,2
 171,9000000,-16.703125,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,2
 171,10000000,-16.5625,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,2
-172,1000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,2000000,-23.9375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,3000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,4000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,5000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,6000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,7000000,-23.90625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,8000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,9000000,-23.921875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,10000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-173,1000000,-22.484375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,2000000,-23.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,3000000,-23.953125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,4000000,-23.828125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,5000000,-23.875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,6000000,-22.421875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,7000000,-23.078125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,8000000,-20.234375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,9000000,-21.296875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,10000000,-22.265625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
+172,1000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+172,2000000,-23.9375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+172,3000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+172,4000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+172,5000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+172,6000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+172,7000000,-23.90625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+172,8000000,-23.953125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+172,9000000,-23.921875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+172,10000000,-23.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,2
+173,1000000,-22.484375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
+173,2000000,-23.984375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
+173,3000000,-23.953125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
+173,4000000,-23.828125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
+173,5000000,-23.875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
+173,6000000,-22.421875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
+173,7000000,-23.078125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
+173,8000000,-20.234375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
+173,9000000,-21.296875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
+173,10000000,-22.265625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,2
 174,1000000,-18.390625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
 174,2000000,-20.109375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
 174,3000000,-20.953125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
@@ -22229,16 +22229,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-20.828125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
 174,9000000,-21.0,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
 174,10000000,-21.28125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
-175,1000000,-23.359375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,2000000,-23.3125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,3000000,-23.296875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,4000000,-23.484375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,5000000,-23.3125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,6000000,-23.34375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,7000000,-23.609375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,8000000,-23.453125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,9000000,-23.234375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,10000000,-23.359375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
+175,1000000,-23.359375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
+175,2000000,-23.3125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
+175,3000000,-23.296875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
+175,4000000,-23.484375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
+175,5000000,-23.3125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
+175,6000000,-23.34375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
+175,7000000,-23.609375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
+175,8000000,-23.453125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
+175,9000000,-23.234375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
+175,10000000,-23.359375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,2
 176,1000000,-22.0,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
 176,2000000,-22.578125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
 176,3000000,-22.15625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
@@ -22249,16 +22249,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-20.921875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
 176,9000000,-20.84375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
 176,10000000,-20.90625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
-177,1000000,-23.515625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,2000000,-23.46875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,3000000,-23.453125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,4000000,-23.5,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,5000000,-23.609375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,6000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,7000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,8000000,-23.4375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,9000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,10000000,-23.25,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
+177,1000000,-23.515625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,2000000,-23.46875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,3000000,-23.453125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,4000000,-23.5,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,5000000,-23.609375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,6000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,7000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,8000000,-23.4375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,9000000,-23.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,10000000,-23.25,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
 178,1000000,-23.53125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
 178,2000000,-23.96875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
 178,3000000,-23.890625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
@@ -22269,166 +22269,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.328125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
 178,9000000,-23.921875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
 178,10000000,-23.59375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
-179,1000000,-22.765625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,2000000,-19.203125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,3000000,-23.0,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,4000000,-23.609375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,5000000,-23.390625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,6000000,-23.359375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,7000000,-22.375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,8000000,-23.625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,9000000,-23.203125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,10000000,-23.25,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-180,1000000,-23.453125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-180,2000000,-23.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-180,3000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-180,4000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-180,5000000,-23.546875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-180,6000000,-23.453125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-180,7000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-180,8000000,-23.84375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-180,9000000,-23.46875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-180,10000000,-23.484375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,2
-181,1000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-181,2000000,-23.265625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-181,3000000,-23.125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-181,4000000,-23.90625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-181,5000000,-23.953125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-181,6000000,-23.984375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-181,7000000,-23.859375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-181,8000000,-23.15625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-181,9000000,-23.34375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-181,10000000,-23.078125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,2
-182,1000000,-23.09375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-182,2000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-182,3000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-182,4000000,-23.40625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-182,5000000,-23.296875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-182,6000000,-23.453125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-182,7000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-182,8000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-182,9000000,-23.5,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-182,10000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,2
-183,1000000,-16.578125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-183,2000000,-17.296875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-183,3000000,-19.890625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-183,4000000,-18.609375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-183,5000000,-20.046875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-183,6000000,-19.15625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-183,7000000,-19.203125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-183,8000000,-18.6875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-183,9000000,-17.84375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-183,10000000,-17.6875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,2
-184,1000000,-23.40625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-184,2000000,-23.890625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-184,3000000,-23.75,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-184,4000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-184,5000000,-23.875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-184,6000000,-23.5625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-184,7000000,-23.421875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-184,8000000,-23.09375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-184,9000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-184,10000000,-22.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,2
-185,1000000,-23.3125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-185,2000000,-23.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-185,3000000,-23.390625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-185,4000000,-23.296875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-185,5000000,-23.53125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-185,6000000,-23.640625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-185,7000000,-23.75,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-185,8000000,-23.671875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-185,9000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-185,10000000,-23.65625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,2
-186,1000000,-20.21875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-186,2000000,-16.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-186,3000000,-17.4375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-186,4000000,-14.984375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-186,5000000,-16.75,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-186,6000000,-18.53125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-186,7000000,-17.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-186,8000000,-19.46875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-186,9000000,-16.546875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-186,10000000,-17.484375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,2
-187,1000000,-20.78125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-187,2000000,-23.859375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-187,3000000,-23.796875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-187,4000000,-23.90625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-187,5000000,-23.125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-187,6000000,-23.90625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-187,7000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-187,8000000,-23.46875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-187,9000000,-23.171875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-187,10000000,-23.59375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,2
-188,1000000,-23.359375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-188,2000000,-23.875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-188,3000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-188,4000000,-23.234375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-188,5000000,-23.890625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-188,6000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-188,7000000,-23.59375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-188,8000000,-23.671875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-188,9000000,-23.125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-188,10000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,2
-189,1000000,-23.453125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-189,2000000,-23.78125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-189,3000000,-22.875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-189,4000000,-23.265625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-189,5000000,-23.5625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-189,6000000,-23.21875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-189,7000000,-23.25,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-189,8000000,-23.046875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-189,9000000,-23.234375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-189,10000000,-23.28125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,2
-190,1000000,-22.9375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-190,2000000,-21.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-190,3000000,-22.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-190,4000000,-23.796875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-190,5000000,-21.21875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-190,6000000,-21.859375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-190,7000000,-21.734375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-190,8000000,-22.328125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-190,9000000,-21.203125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-190,10000000,-21.25,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,2
-191,1000000,-20.75,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-191,2000000,-23.90625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-191,3000000,-22.515625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-191,4000000,-22.390625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-191,5000000,-23.265625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-191,6000000,-22.84375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-191,7000000,-23.765625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-191,8000000,-23.203125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-191,9000000,-23.9375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-191,10000000,-23.734375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,2
-192,1000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-192,2000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-192,3000000,-23.9375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-192,4000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-192,5000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-192,6000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-192,7000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-192,8000000,-23.859375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-192,9000000,-23.875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-192,10000000,-23.890625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,2
-193,1000000,-23.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-193,2000000,-23.921875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-193,3000000,-23.890625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-193,4000000,-23.765625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-193,5000000,-23.125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-193,6000000,-23.1875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-193,7000000,-23.28125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-193,8000000,-23.21875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-193,9000000,-23.203125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-193,10000000,-23.515625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,2
-194,1000000,-20.4375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
-194,2000000,-21.359375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
-194,3000000,-21.890625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
-194,4000000,-21.796875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
-194,5000000,-23.6875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
-194,6000000,-20.1875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
-194,7000000,-21.453125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
-194,8000000,-19.765625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
-194,9000000,-21.921875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
-194,10000000,-18.96875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,2
+179,1000000,-22.765625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+179,2000000,-19.203125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+179,3000000,-23.0,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+179,4000000,-23.609375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+179,5000000,-23.390625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+179,6000000,-23.359375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+179,7000000,-22.375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+179,8000000,-23.625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+179,9000000,-23.203125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+179,10000000,-23.25,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,2
+180,1000000,-23.453125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+180,2000000,-23.9375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+180,3000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+180,4000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+180,5000000,-23.546875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+180,6000000,-23.453125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+180,7000000,-23.953125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+180,8000000,-23.84375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+180,9000000,-23.46875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+180,10000000,-23.484375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,2
+181,1000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+181,2000000,-23.265625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+181,3000000,-23.125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+181,4000000,-23.90625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+181,5000000,-23.953125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+181,6000000,-23.984375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+181,7000000,-23.859375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+181,8000000,-23.15625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+181,9000000,-23.34375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+181,10000000,-23.078125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,2
+182,1000000,-23.09375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+182,2000000,-23.9375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+182,3000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+182,4000000,-23.40625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+182,5000000,-23.296875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+182,6000000,-23.453125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+182,7000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+182,8000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+182,9000000,-23.5,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+182,10000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,2
+183,1000000,-16.578125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+183,2000000,-17.296875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+183,3000000,-19.890625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+183,4000000,-18.609375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+183,5000000,-20.046875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+183,6000000,-19.15625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+183,7000000,-19.203125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+183,8000000,-18.6875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+183,9000000,-17.84375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+183,10000000,-17.6875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,2
+184,1000000,-23.40625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+184,2000000,-23.890625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+184,3000000,-23.75,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+184,4000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+184,5000000,-23.875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+184,6000000,-23.5625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+184,7000000,-23.421875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+184,8000000,-23.09375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+184,9000000,-23.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+184,10000000,-22.921875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,2
+185,1000000,-23.3125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+185,2000000,-23.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+185,3000000,-23.390625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+185,4000000,-23.296875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+185,5000000,-23.53125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+185,6000000,-23.640625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+185,7000000,-23.75,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+185,8000000,-23.671875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+185,9000000,-23.875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+185,10000000,-23.65625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,2
+186,1000000,-20.21875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+186,2000000,-16.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+186,3000000,-17.4375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+186,4000000,-14.984375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+186,5000000,-16.75,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+186,6000000,-18.53125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+186,7000000,-17.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+186,8000000,-19.46875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+186,9000000,-16.546875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+186,10000000,-17.484375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,2
+187,1000000,-20.78125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+187,2000000,-23.859375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+187,3000000,-23.796875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+187,4000000,-23.90625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+187,5000000,-23.125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+187,6000000,-23.90625,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+187,7000000,-23.953125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+187,8000000,-23.46875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+187,9000000,-23.171875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+187,10000000,-23.59375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,2
+188,1000000,-23.359375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+188,2000000,-23.875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+188,3000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+188,4000000,-23.234375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+188,5000000,-23.890625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+188,6000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+188,7000000,-23.59375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+188,8000000,-23.671875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+188,9000000,-23.125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+188,10000000,-23.953125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,2
+189,1000000,-23.453125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+189,2000000,-23.78125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+189,3000000,-22.875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+189,4000000,-23.265625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+189,5000000,-23.5625,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+189,6000000,-23.21875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+189,7000000,-23.25,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+189,8000000,-23.046875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+189,9000000,-23.234375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+189,10000000,-23.28125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,2
+190,1000000,-22.9375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+190,2000000,-21.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+190,3000000,-22.03125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+190,4000000,-23.796875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+190,5000000,-21.21875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+190,6000000,-21.859375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+190,7000000,-21.734375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+190,8000000,-22.328125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+190,9000000,-21.203125,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+190,10000000,-21.25,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,2
+191,1000000,-20.75,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+191,2000000,-23.90625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+191,3000000,-22.515625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+191,4000000,-22.390625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+191,5000000,-23.265625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+191,6000000,-22.84375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+191,7000000,-23.765625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+191,8000000,-23.203125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+191,9000000,-23.9375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+191,10000000,-23.734375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,2
+192,1000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+192,2000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+192,3000000,-23.9375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+192,4000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+192,5000000,-23.90625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+192,6000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+192,7000000,-23.96875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+192,8000000,-23.859375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+192,9000000,-23.875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+192,10000000,-23.890625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,2
+193,1000000,-23.90625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+193,2000000,-23.921875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+193,3000000,-23.890625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+193,4000000,-23.765625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+193,5000000,-23.125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+193,6000000,-23.1875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+193,7000000,-23.28125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+193,8000000,-23.21875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+193,9000000,-23.203125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+193,10000000,-23.515625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,2
+194,1000000,-20.4375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
+194,2000000,-21.359375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
+194,3000000,-21.890625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
+194,4000000,-21.796875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
+194,5000000,-23.6875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
+194,6000000,-20.1875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
+194,7000000,-21.453125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
+194,8000000,-19.765625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
+194,9000000,-21.921875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
+194,10000000,-18.96875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,2
 195,1000000,-23.25,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,2
 195,2000000,-23.515625,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,2
 195,3000000,-23.453125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,2
@@ -22449,26 +22449,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.96875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,2
 196,9000000,-23.875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,2
 196,10000000,-23.9375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,2
-197,1000000,-23.09375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,2000000,-18.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,3000000,-18.6875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,4000000,-16.828125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,5000000,-16.9375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,6000000,-16.796875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,7000000,-10.765625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,8000000,-13.03125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,9000000,-14.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,10000000,-10.75,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-198,1000000,-17.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
-198,2000000,-17.671875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
-198,3000000,-18.671875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
-198,4000000,-17.875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
-198,5000000,-18.578125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
-198,6000000,-18.90625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
-198,7000000,-15.78125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
-198,8000000,-17.703125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
-198,9000000,-16.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
-198,10000000,-16.734375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,2
+197,1000000,-23.09375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+197,2000000,-18.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+197,3000000,-18.6875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+197,4000000,-16.828125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+197,5000000,-16.9375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+197,6000000,-16.796875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+197,7000000,-10.765625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+197,8000000,-13.03125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+197,9000000,-14.0625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+197,10000000,-10.75,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,2
+198,1000000,-17.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
+198,2000000,-17.671875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
+198,3000000,-18.671875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
+198,4000000,-17.875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
+198,5000000,-18.578125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
+198,6000000,-18.90625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
+198,7000000,-15.78125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
+198,8000000,-17.703125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
+198,9000000,-16.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
+198,10000000,-16.734375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,2
 199,1000000,-23.953125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
 199,2000000,-23.25,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
 199,3000000,-23.8125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
@@ -22479,16 +22479,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.46875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
 199,9000000,-23.859375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
 199,10000000,-23.9375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
-200,1000000,-23.515625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
-200,2000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
-200,3000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
-200,4000000,-23.46875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
-200,5000000,-23.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
-200,6000000,-23.09375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
-200,7000000,-23.078125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
-200,8000000,-22.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
-200,9000000,-23.28125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
-200,10000000,-23.546875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,2
+200,1000000,-23.515625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
+200,2000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
+200,3000000,-23.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
+200,4000000,-23.46875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
+200,5000000,-23.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
+200,6000000,-23.09375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
+200,7000000,-23.078125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
+200,8000000,-22.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
+200,9000000,-23.28125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
+200,10000000,-23.546875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
 201,1000000,-18.171875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
 201,2000000,-15.328125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
 201,3000000,-16.125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
@@ -22499,26 +22499,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-5.484375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
 201,9000000,-2.828125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
 201,10000000,-5.03125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
-202,1000000,-17.75,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-202,2000000,-20.1875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-202,3000000,-17.859375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-202,4000000,-18.46875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-202,5000000,-17.953125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-202,6000000,-19.375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-202,7000000,-19.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-202,8000000,-17.96875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-202,9000000,-17.8125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-202,10000000,-18.25,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,2
-203,1000000,-18.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
-203,2000000,-19.515625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
-203,3000000,-19.796875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
-203,4000000,-18.828125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
-203,5000000,-17.921875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
-203,6000000,-18.8125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
-203,7000000,-19.203125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
-203,8000000,-19.71875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
-203,9000000,-19.46875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
-203,10000000,-18.84375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,2
+202,1000000,-17.75,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+202,2000000,-20.1875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+202,3000000,-17.859375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+202,4000000,-18.46875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+202,5000000,-17.953125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+202,6000000,-19.375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+202,7000000,-19.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+202,8000000,-17.96875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+202,9000000,-17.8125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+202,10000000,-18.25,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,2
+203,1000000,-18.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
+203,2000000,-19.515625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
+203,3000000,-19.796875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
+203,4000000,-18.828125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
+203,5000000,-17.921875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
+203,6000000,-18.8125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
+203,7000000,-19.203125,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
+203,8000000,-19.71875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
+203,9000000,-19.46875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
+203,10000000,-18.84375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,2
 204,1000000,-23.359375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
 204,2000000,-23.9375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
 204,3000000,-23.96875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
@@ -22529,56 +22529,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.890625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
 204,9000000,-23.9375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
 204,10000000,-23.5,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
-205,1000000,-23.4375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,2000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,3000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,4000000,-23.875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,5000000,-23.421875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,6000000,-22.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,7000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,8000000,-23.828125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,9000000,-23.578125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,10000000,-23.84375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-206,1000000,-20.046875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-206,2000000,-20.703125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-206,3000000,-18.46875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-206,4000000,-17.3125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-206,5000000,-15.421875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-206,6000000,-18.109375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-206,7000000,-17.078125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-206,8000000,-16.4375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-206,9000000,-17.21875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-206,10000000,-19.1875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-207,1000000,-21.671875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,2000000,-19.671875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,3000000,-19.1875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,4000000,-17.625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,5000000,-19.3125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,6000000,-19.78125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,7000000,-17.53125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,8000000,-14.046875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,9000000,-18.4375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,10000000,-16.609375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-208,1000000,-23.578125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-208,2000000,-23.515625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-208,3000000,-23.640625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-208,4000000,-23.6875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-208,5000000,-23.6875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-208,6000000,-22.859375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-208,7000000,-23.484375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-208,8000000,-23.203125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-208,9000000,-23.21875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-208,10000000,-23.609375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,2
-209,1000000,-23.21875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
-209,2000000,-20.796875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
-209,3000000,-21.140625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
-209,4000000,-20.265625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
-209,5000000,-22.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
-209,6000000,-19.671875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
-209,7000000,-21.046875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
-209,8000000,-20.9375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
-209,9000000,-23.578125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
-209,10000000,-23.234375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,2
+205,1000000,-23.4375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+205,2000000,-23.53125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+205,3000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+205,4000000,-23.875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+205,5000000,-23.421875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+205,6000000,-22.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+205,7000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+205,8000000,-23.828125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+205,9000000,-23.578125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+205,10000000,-23.84375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,2
+206,1000000,-20.046875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+206,2000000,-20.703125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+206,3000000,-18.46875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+206,4000000,-17.3125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+206,5000000,-15.421875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+206,6000000,-18.109375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+206,7000000,-17.078125,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+206,8000000,-16.4375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+206,9000000,-17.21875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+206,10000000,-19.1875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,2
+207,1000000,-21.671875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+207,2000000,-19.671875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+207,3000000,-19.1875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+207,4000000,-17.625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+207,5000000,-19.3125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+207,6000000,-19.78125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+207,7000000,-17.53125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+207,8000000,-14.046875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+207,9000000,-18.4375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+207,10000000,-16.609375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,2
+208,1000000,-23.578125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+208,2000000,-23.515625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+208,3000000,-23.640625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+208,4000000,-23.6875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+208,5000000,-23.6875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+208,6000000,-22.859375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+208,7000000,-23.484375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+208,8000000,-23.203125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+208,9000000,-23.21875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+208,10000000,-23.609375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,2
+209,1000000,-23.21875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,2000000,-20.796875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,3000000,-21.140625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,4000000,-20.265625,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,5000000,-22.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,6000000,-19.671875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,7000000,-21.046875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,8000000,-20.9375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,9000000,-23.578125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,10000000,-23.234375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
 210,1000000,-23.90625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
 210,2000000,-23.265625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
 210,3000000,-23.0,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
@@ -22589,36 +22589,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-23.546875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
 210,9000000,-19.6875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
 210,10000000,-22.5625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
-211,1000000,-23.8125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,2000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,3000000,-23.875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,4000000,-23.875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,5000000,-23.125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,6000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,7000000,-23.34375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,8000000,-23.578125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,9000000,-23.359375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,10000000,-23.59375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-212,1000000,-15.25,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-212,2000000,-18.390625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-212,3000000,-18.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-212,4000000,-19.234375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-212,5000000,-18.25,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-212,6000000,-18.765625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-212,7000000,-17.5625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-212,8000000,-17.46875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-212,9000000,-18.359375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-212,10000000,-16.171875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,2
-213,1000000,-23.640625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
-213,2000000,-23.390625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
-213,3000000,-23.359375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
-213,4000000,-23.5625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
-213,5000000,-23.609375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
-213,6000000,-23.28125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
-213,7000000,-23.53125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
-213,8000000,-23.609375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
-213,9000000,-23.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
-213,10000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,2
+211,1000000,-23.8125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+211,2000000,-23.96875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+211,3000000,-23.875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+211,4000000,-23.875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+211,5000000,-23.125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+211,6000000,-23.953125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+211,7000000,-23.34375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+211,8000000,-23.578125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+211,9000000,-23.359375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+211,10000000,-23.59375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,2
+212,1000000,-15.25,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+212,2000000,-18.390625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+212,3000000,-18.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+212,4000000,-19.234375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+212,5000000,-18.25,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+212,6000000,-18.765625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+212,7000000,-17.5625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+212,8000000,-17.46875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+212,9000000,-18.359375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+212,10000000,-16.171875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,2
+213,1000000,-23.640625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
+213,2000000,-23.390625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
+213,3000000,-23.359375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
+213,4000000,-23.5625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
+213,5000000,-23.609375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
+213,6000000,-23.28125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
+213,7000000,-23.53125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
+213,8000000,-23.609375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
+213,9000000,-23.953125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
+213,10000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,2
 214,1000000,-23.359375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
 214,2000000,-23.40625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
 214,3000000,-23.84375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
@@ -22629,86 +22629,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-23.515625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
 214,9000000,-23.90625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
 214,10000000,-23.328125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
-215,1000000,-23.421875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-215,2000000,-23.75,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-215,3000000,-23.9375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-215,4000000,-23.140625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-215,5000000,-23.90625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-215,6000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-215,7000000,-23.828125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-215,8000000,-23.59375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-215,9000000,-23.828125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-215,10000000,-23.03125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,2
-216,1000000,-23.1875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-216,2000000,-22.25,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-216,3000000,-21.46875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-216,4000000,-23.328125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-216,5000000,-23.421875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-216,6000000,-23.265625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-216,7000000,-23.3125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-216,8000000,-23.234375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-216,9000000,-22.515625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-216,10000000,-23.5625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,2
-217,1000000,-23.96875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-217,2000000,-23.75,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-217,3000000,-23.09375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-217,4000000,-23.671875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-217,5000000,-24.0,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-217,6000000,-23.4375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-217,7000000,-22.984375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-217,8000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-217,9000000,-23.875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-217,10000000,-23.578125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,2
-218,1000000,-18.90625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-218,2000000,-18.09375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-218,3000000,-19.125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-218,4000000,-17.046875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-218,5000000,-15.234375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-218,6000000,-17.59375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-218,7000000,-16.15625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-218,8000000,-19.875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-218,9000000,-18.953125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-218,10000000,-16.75,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,2
-219,1000000,-23.9375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-219,2000000,-23.984375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-219,3000000,-23.96875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-219,4000000,-24.0,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-219,5000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-219,6000000,-24.0,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-219,7000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-219,8000000,-23.96875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-219,9000000,-23.921875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-219,10000000,-23.984375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,2
-220,1000000,-23.9375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-220,2000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-220,3000000,-23.421875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-220,4000000,-23.53125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-220,5000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-220,6000000,-23.328125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-220,7000000,-23.5,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-220,8000000,-23.875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-220,9000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-220,10000000,-24.0,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,2
-221,1000000,-23.1875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-221,2000000,-23.171875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-221,3000000,-23.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-221,4000000,-22.1875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-221,5000000,-22.40625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-221,6000000,-21.765625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-221,7000000,-21.609375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-221,8000000,-22.953125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-221,9000000,-22.28125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-221,10000000,-20.59375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,2
-222,1000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
-222,2000000,-23.359375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
-222,3000000,-23.1875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
-222,4000000,-23.734375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
-222,5000000,-23.75,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
-222,6000000,-23.0,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
-222,7000000,-23.5625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
-222,8000000,-23.296875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
-222,9000000,-22.546875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
-222,10000000,-23.421875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,2
+215,1000000,-23.421875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+215,2000000,-23.75,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+215,3000000,-23.9375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+215,4000000,-23.140625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+215,5000000,-23.90625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+215,6000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+215,7000000,-23.828125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+215,8000000,-23.59375,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+215,9000000,-23.828125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+215,10000000,-23.03125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,2
+216,1000000,-23.1875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+216,2000000,-22.25,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+216,3000000,-21.46875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+216,4000000,-23.328125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+216,5000000,-23.421875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+216,6000000,-23.265625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+216,7000000,-23.3125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+216,8000000,-23.234375,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+216,9000000,-22.515625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+216,10000000,-23.5625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,2
+217,1000000,-23.96875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+217,2000000,-23.75,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+217,3000000,-23.09375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+217,4000000,-23.671875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+217,5000000,-24.0,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+217,6000000,-23.4375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+217,7000000,-22.984375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+217,8000000,-23.46875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+217,9000000,-23.875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+217,10000000,-23.578125,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,2
+218,1000000,-18.90625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+218,2000000,-18.09375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+218,3000000,-19.125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+218,4000000,-17.046875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+218,5000000,-15.234375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+218,6000000,-17.59375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+218,7000000,-16.15625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+218,8000000,-19.875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+218,9000000,-18.953125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+218,10000000,-16.75,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,2
+219,1000000,-23.9375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+219,2000000,-23.984375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+219,3000000,-23.96875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+219,4000000,-24.0,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+219,5000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+219,6000000,-24.0,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+219,7000000,-23.953125,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+219,8000000,-23.96875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+219,9000000,-23.921875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+219,10000000,-23.984375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,2
+220,1000000,-23.9375,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+220,2000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+220,3000000,-23.421875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+220,4000000,-23.53125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+220,5000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+220,6000000,-23.328125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+220,7000000,-23.5,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+220,8000000,-23.875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+220,9000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+220,10000000,-24.0,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,2
+221,1000000,-23.1875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+221,2000000,-23.171875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+221,3000000,-23.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+221,4000000,-22.1875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+221,5000000,-22.40625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+221,6000000,-21.765625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+221,7000000,-21.609375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+221,8000000,-22.953125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+221,9000000,-22.28125,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+221,10000000,-20.59375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,2
+222,1000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
+222,2000000,-23.359375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
+222,3000000,-23.1875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
+222,4000000,-23.734375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
+222,5000000,-23.75,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
+222,6000000,-23.0,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
+222,7000000,-23.5625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
+222,8000000,-23.296875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
+222,9000000,-22.546875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
+222,10000000,-23.421875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,2
 223,1000000,-23.65625,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,2
 223,2000000,-23.875,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,2
 223,3000000,-23.890625,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,2
@@ -22729,16 +22729,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-23.90625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,2
 224,9000000,-23.78125,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,2
 224,10000000,-23.609375,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,2
-225,1000000,-23.53125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
-225,2000000,-23.34375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
-225,3000000,-23.625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
-225,4000000,-23.53125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
-225,5000000,-23.421875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
-225,6000000,-23.625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
-225,7000000,-23.765625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
-225,8000000,-23.609375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
-225,9000000,-23.25,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
-225,10000000,-23.5,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,2
+225,1000000,-23.53125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
+225,2000000,-23.34375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
+225,3000000,-23.625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
+225,4000000,-23.53125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
+225,5000000,-23.421875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
+225,6000000,-23.625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
+225,7000000,-23.765625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
+225,8000000,-23.609375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
+225,9000000,-23.25,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
+225,10000000,-23.5,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,2
 226,1000000,-23.609375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,2
 226,2000000,-23.921875,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,2
 226,3000000,-21.46875,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,2
@@ -22759,66 +22759,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-16.625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,2
 227,9000000,-16.390625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,2
 227,10000000,-17.40625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,2
-228,1000000,-20.28125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-228,2000000,-18.03125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-228,3000000,-18.921875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-228,4000000,-17.328125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-228,5000000,-17.953125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-228,6000000,-17.515625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-228,7000000,-18.234375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-228,8000000,-18.984375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-228,9000000,-16.859375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-228,10000000,-15.78125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,2
-229,1000000,-23.34375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-229,2000000,-23.765625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-229,3000000,-21.890625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-229,4000000,-22.4375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-229,5000000,-20.5,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-229,6000000,-22.796875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-229,7000000,-22.953125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-229,8000000,-23.171875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-229,9000000,-23.1875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-229,10000000,-22.625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,2
-230,1000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-230,2000000,-23.859375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-230,3000000,-23.953125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-230,4000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-230,5000000,-23.828125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-230,6000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-230,7000000,-23.875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-230,8000000,-23.734375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-230,9000000,-23.421875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-230,10000000,-23.34375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,2
-231,1000000,-23.421875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-231,2000000,-23.421875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-231,3000000,-22.703125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-231,4000000,-23.171875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-231,5000000,-23.359375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-231,6000000,-23.5625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-231,7000000,-23.453125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-231,8000000,-23.421875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-231,9000000,-23.34375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-231,10000000,-23.5,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,2
-232,1000000,-23.484375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-232,2000000,-23.25,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-232,3000000,-23.28125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-232,4000000,-23.71875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-232,5000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-232,6000000,-23.796875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-232,7000000,-23.21875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-232,8000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-232,9000000,-23.890625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-232,10000000,-23.84375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,2
-233,1000000,-23.6875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
-233,2000000,-20.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
-233,3000000,-22.078125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
-233,4000000,-20.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
-233,5000000,-21.828125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
-233,6000000,-22.046875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
-233,7000000,-20.84375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
-233,8000000,-21.796875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
-233,9000000,-21.53125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
-233,10000000,-20.78125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,2
+228,1000000,-20.28125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+228,2000000,-18.03125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+228,3000000,-18.921875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+228,4000000,-17.328125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+228,5000000,-17.953125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+228,6000000,-17.515625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+228,7000000,-18.234375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+228,8000000,-18.984375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+228,9000000,-16.859375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+228,10000000,-15.78125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,2
+229,1000000,-23.34375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+229,2000000,-23.765625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+229,3000000,-21.890625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+229,4000000,-22.4375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+229,5000000,-20.5,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+229,6000000,-22.796875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+229,7000000,-22.953125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+229,8000000,-23.171875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+229,9000000,-23.1875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+229,10000000,-22.625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,2
+230,1000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+230,2000000,-23.859375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+230,3000000,-23.953125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+230,4000000,-23.984375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+230,5000000,-23.828125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+230,6000000,-23.9375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+230,7000000,-23.875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+230,8000000,-23.734375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+230,9000000,-23.421875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+230,10000000,-23.34375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,2
+231,1000000,-23.421875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+231,2000000,-23.421875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+231,3000000,-22.703125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+231,4000000,-23.171875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+231,5000000,-23.359375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+231,6000000,-23.5625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+231,7000000,-23.453125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+231,8000000,-23.421875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+231,9000000,-23.34375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+231,10000000,-23.5,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,2
+232,1000000,-23.484375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+232,2000000,-23.25,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+232,3000000,-23.28125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+232,4000000,-23.71875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+232,5000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+232,6000000,-23.796875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+232,7000000,-23.21875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+232,8000000,-23.90625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+232,9000000,-23.890625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+232,10000000,-23.84375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,2
+233,1000000,-23.6875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
+233,2000000,-20.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
+233,3000000,-22.078125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
+233,4000000,-20.734375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
+233,5000000,-21.828125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
+233,6000000,-22.046875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
+233,7000000,-20.84375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
+233,8000000,-21.796875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
+233,9000000,-21.53125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
+233,10000000,-20.78125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,2
 234,1000000,-23.953125,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,2
 234,2000000,-23.890625,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,2
 234,3000000,-23.0,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,2
@@ -22849,56 +22849,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.40625,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,2
 236,9000000,-23.515625,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,2
 236,10000000,-23.96875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,2
-237,1000000,-23.546875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-237,2000000,-23.328125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-237,3000000,-23.609375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-237,4000000,-23.546875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-237,5000000,-23.59375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-237,6000000,-23.453125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-237,7000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-237,8000000,-23.453125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-237,9000000,-23.578125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-237,10000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,2
-238,1000000,-23.859375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-238,2000000,-21.703125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-238,3000000,-23.90625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-238,4000000,-23.5,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-238,5000000,-23.25,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-238,6000000,-22.984375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-238,7000000,-23.8125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-238,8000000,-23.171875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-238,9000000,-23.375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-238,10000000,-23.78125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,2
-239,1000000,-18.9375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-239,2000000,-19.265625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-239,3000000,-19.625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-239,4000000,-16.96875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-239,5000000,-19.9375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-239,6000000,-17.484375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-239,7000000,-17.515625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-239,8000000,-18.34375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-239,9000000,-18.03125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-239,10000000,-17.484375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,2
-240,1000000,-19.015625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-240,2000000,-18.421875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-240,3000000,-17.671875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-240,4000000,-18.125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-240,5000000,-17.78125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-240,6000000,-18.203125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-240,7000000,-14.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-240,8000000,-19.171875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-240,9000000,-17.765625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-240,10000000,-16.71875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,2
-241,1000000,-23.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
-241,2000000,-23.546875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
-241,3000000,-21.8125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
-241,4000000,-23.5625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
-241,5000000,-23.46875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
-241,6000000,-23.25,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
-241,7000000,-23.171875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
-241,8000000,-22.984375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
-241,9000000,-23.625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
-241,10000000,-23.484375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,2
+237,1000000,-23.546875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+237,2000000,-23.328125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+237,3000000,-23.609375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+237,4000000,-23.546875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+237,5000000,-23.59375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+237,6000000,-23.453125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+237,7000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+237,8000000,-23.453125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+237,9000000,-23.578125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+237,10000000,-23.5,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,2
+238,1000000,-23.859375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+238,2000000,-21.703125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+238,3000000,-23.90625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+238,4000000,-23.5,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+238,5000000,-23.25,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+238,6000000,-22.984375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+238,7000000,-23.8125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+238,8000000,-23.171875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+238,9000000,-23.375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+238,10000000,-23.78125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,2
+239,1000000,-18.9375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+239,2000000,-19.265625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+239,3000000,-19.625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+239,4000000,-16.96875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+239,5000000,-19.9375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+239,6000000,-17.484375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+239,7000000,-17.515625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+239,8000000,-18.34375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+239,9000000,-18.03125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+239,10000000,-17.484375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,2
+240,1000000,-19.015625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+240,2000000,-18.421875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+240,3000000,-17.671875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+240,4000000,-18.125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+240,5000000,-17.78125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+240,6000000,-18.203125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+240,7000000,-14.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+240,8000000,-19.171875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+240,9000000,-17.765625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+240,10000000,-16.71875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,2
+241,1000000,-23.828125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
+241,2000000,-23.546875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
+241,3000000,-21.8125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
+241,4000000,-23.5625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
+241,5000000,-23.46875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
+241,6000000,-23.25,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
+241,7000000,-23.171875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
+241,8000000,-22.984375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
+241,9000000,-23.625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
+241,10000000,-23.484375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,2
 242,1000000,-20.890625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
 242,2000000,-21.53125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
 242,3000000,-21.9375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
@@ -22909,36 +22909,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-20.578125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
 242,9000000,-19.765625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
 242,10000000,-22.359375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
-243,1000000,-23.640625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-243,2000000,-23.4375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-243,3000000,-23.671875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-243,4000000,-23.390625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-243,5000000,-22.953125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-243,6000000,-24.0,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-243,7000000,-23.8125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-243,8000000,-23.46875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-243,9000000,-23.265625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-243,10000000,-23.609375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,2
-244,1000000,-18.53125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-244,2000000,-18.15625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-244,3000000,-17.109375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-244,4000000,-19.03125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-244,5000000,-17.5,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-244,6000000,-18.21875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-244,7000000,-18.21875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-244,8000000,-16.390625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-244,9000000,-18.078125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-244,10000000,-18.421875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,2
-245,1000000,-23.515625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
-245,2000000,-23.4375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
-245,3000000,-23.5625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
-245,4000000,-22.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
-245,5000000,-23.171875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
-245,6000000,-23.671875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
-245,7000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
-245,8000000,-23.453125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
-245,9000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
-245,10000000,-23.890625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,2
+243,1000000,-23.640625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+243,2000000,-23.4375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+243,3000000,-23.671875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+243,4000000,-23.390625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+243,5000000,-22.953125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+243,6000000,-24.0,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+243,7000000,-23.8125,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+243,8000000,-23.46875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+243,9000000,-23.265625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+243,10000000,-23.609375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,2
+244,1000000,-18.53125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+244,2000000,-18.15625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+244,3000000,-17.109375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+244,4000000,-19.03125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+244,5000000,-17.5,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+244,6000000,-18.21875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+244,7000000,-18.21875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+244,8000000,-16.390625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+244,9000000,-18.078125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+244,10000000,-18.421875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,2
+245,1000000,-23.515625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
+245,2000000,-23.4375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
+245,3000000,-23.5625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
+245,4000000,-22.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
+245,5000000,-23.171875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
+245,6000000,-23.671875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
+245,7000000,-23.953125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
+245,8000000,-23.453125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
+245,9000000,-23.546875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
+245,10000000,-23.890625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,2
 246,1000000,-22.953125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
 246,2000000,-23.4375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
 246,3000000,-23.4375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
@@ -22949,46 +22949,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.890625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
 246,9000000,-23.890625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
 246,10000000,-24.0,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
-247,1000000,-18.875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-247,2000000,-19.28125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-247,3000000,-19.75,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-247,4000000,-19.5625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-247,5000000,-18.203125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-247,6000000,-17.515625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-247,7000000,-17.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-247,8000000,-17.0625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-247,9000000,-16.546875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-247,10000000,-17.8125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,2
-248,1000000,-23.578125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-248,2000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-248,3000000,-23.375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-248,4000000,-23.40625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-248,5000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-248,6000000,-23.875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-248,7000000,-23.546875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-248,8000000,-23.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-248,9000000,-23.875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-248,10000000,-23.125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,2
-249,1000000,-20.34375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-249,2000000,-15.65625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-249,3000000,-17.40625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-249,4000000,-14.71875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-249,5000000,-16.828125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-249,6000000,-17.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-249,7000000,-18.171875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-249,8000000,-18.90625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-249,9000000,-17.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-249,10000000,-16.125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,2
-250,1000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
-250,2000000,-23.375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
-250,3000000,-23.109375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
-250,4000000,-23.0,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
-250,5000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
-250,6000000,-23.453125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
-250,7000000,-23.078125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
-250,8000000,-23.359375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
-250,9000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
-250,10000000,-23.5625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,2
+247,1000000,-18.875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+247,2000000,-19.28125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+247,3000000,-19.75,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+247,4000000,-19.5625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+247,5000000,-18.203125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+247,6000000,-17.515625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+247,7000000,-17.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+247,8000000,-17.0625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+247,9000000,-16.546875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+247,10000000,-17.8125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,2
+248,1000000,-23.578125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+248,2000000,-23.9375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+248,3000000,-23.375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+248,4000000,-23.40625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+248,5000000,-23.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+248,6000000,-23.875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+248,7000000,-23.546875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+248,8000000,-23.859375,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+248,9000000,-23.875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+248,10000000,-23.125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,2
+249,1000000,-20.34375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+249,2000000,-15.65625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+249,3000000,-17.40625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+249,4000000,-14.71875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+249,5000000,-16.828125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+249,6000000,-17.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+249,7000000,-18.171875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+249,8000000,-18.90625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+249,9000000,-17.75,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+249,10000000,-16.125,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,2
+250,1000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
+250,2000000,-23.375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
+250,3000000,-23.109375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
+250,4000000,-23.0,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
+250,5000000,-23.96875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
+250,6000000,-23.453125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
+250,7000000,-23.078125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
+250,8000000,-23.359375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
+250,9000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
+250,10000000,-23.5625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,2
 251,1000000,-23.640625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
 251,2000000,-23.671875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
 251,3000000,-20.765625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
@@ -22999,16 +22999,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-22.359375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
 251,9000000,-23.796875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
 251,10000000,-21.109375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
-252,1000000,-23.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
-252,2000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
-252,3000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
-252,4000000,-23.84375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
-252,5000000,-23.640625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
-252,6000000,-22.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
-252,7000000,-23.234375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
-252,8000000,-23.921875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
-252,9000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
-252,10000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,2
+252,1000000,-23.859375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
+252,2000000,-23.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
+252,3000000,-23.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
+252,4000000,-23.84375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
+252,5000000,-23.640625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
+252,6000000,-22.875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
+252,7000000,-23.234375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
+252,8000000,-23.921875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
+252,9000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
+252,10000000,-23.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,2
 253,1000000,-23.53125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
 253,2000000,-23.890625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
 253,3000000,-23.796875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
@@ -23019,66 +23019,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-23.359375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
 253,9000000,-23.1875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
 253,10000000,-22.84375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
-254,1000000,-23.375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-254,2000000,-23.328125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-254,3000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-254,4000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-254,5000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-254,6000000,-23.765625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-254,7000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-254,8000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-254,9000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-254,10000000,-23.546875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,2
-255,1000000,-23.359375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-255,2000000,-23.875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-255,3000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-255,4000000,-23.3125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-255,5000000,-23.5,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-255,6000000,-23.5,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-255,7000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-255,8000000,-23.875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-255,9000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-255,10000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,2
-0,1000000,-22.5,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-0,2000000,-23.53125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-0,3000000,-23.53125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-0,4000000,-23.234375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-0,5000000,-22.703125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-0,6000000,-22.71875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-0,7000000,-23.828125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-0,8000000,-22.34375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-0,9000000,-23.578125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-0,10000000,-23.828125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,5
-1,1000000,-20.65625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-1,2000000,-18.984375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-1,3000000,-18.8125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-1,4000000,-17.921875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-1,5000000,-18.328125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-1,6000000,-18.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-1,7000000,-18.984375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-1,8000000,-17.53125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-1,9000000,-18.0625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-1,10000000,-18.203125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,5
-2,1000000,-23.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-2,2000000,-23.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-2,3000000,-23.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-2,4000000,-23.28125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-2,5000000,-23.90625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-2,6000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-2,7000000,-23.625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-2,8000000,-23.40625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-2,9000000,-23.359375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-2,10000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,5
-3,1000000,-22.578125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
-3,2000000,-18.953125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
-3,3000000,-18.53125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
-3,4000000,-18.203125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
-3,5000000,-17.9375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
-3,6000000,-13.453125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
-3,7000000,-16.03125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
-3,8000000,-13.1875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
-3,9000000,-11.640625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
-3,10000000,-14.265625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,5
+254,1000000,-23.375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+254,2000000,-23.328125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+254,3000000,-23.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+254,4000000,-23.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+254,5000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+254,6000000,-23.765625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+254,7000000,-23.578125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+254,8000000,-23.90625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+254,9000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+254,10000000,-23.546875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,2
+255,1000000,-23.359375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+255,2000000,-23.875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+255,3000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+255,4000000,-23.3125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+255,5000000,-23.5,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+255,6000000,-23.5,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+255,7000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+255,8000000,-23.875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+255,9000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+255,10000000,-23.953125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,2
+0,1000000,-22.5,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+0,2000000,-23.53125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+0,3000000,-23.53125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+0,4000000,-23.234375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+0,5000000,-22.703125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+0,6000000,-22.71875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+0,7000000,-23.828125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+0,8000000,-22.34375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+0,9000000,-23.578125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+0,10000000,-23.828125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,5
+1,1000000,-20.65625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+1,2000000,-18.984375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+1,3000000,-18.8125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+1,4000000,-17.921875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+1,5000000,-18.328125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+1,6000000,-18.90625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+1,7000000,-18.984375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+1,8000000,-17.53125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+1,9000000,-18.0625,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+1,10000000,-18.203125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,5
+2,1000000,-23.859375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+2,2000000,-23.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+2,3000000,-23.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+2,4000000,-23.28125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+2,5000000,-23.90625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+2,6000000,-23.9375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+2,7000000,-23.625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+2,8000000,-23.40625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+2,9000000,-23.359375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+2,10000000,-23.578125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,5
+3,1000000,-22.578125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
+3,2000000,-18.953125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
+3,3000000,-18.53125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
+3,4000000,-18.203125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
+3,5000000,-17.9375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
+3,6000000,-13.453125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
+3,7000000,-16.03125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
+3,8000000,-13.1875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
+3,9000000,-11.640625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
+3,10000000,-14.265625,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,5
 4,1000000,-22.96875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,5
 4,2000000,-23.421875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,5
 4,3000000,-23.46875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,5
@@ -23099,56 +23099,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,-18.546875,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,5
 5,9000000,-18.578125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,5
 5,10000000,-17.53125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,5
-6,1000000,-18.421875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-6,2000000,-17.375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-6,3000000,-17.171875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-6,4000000,-16.4375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-6,5000000,-14.875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-6,6000000,-13.828125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-6,7000000,-11.953125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-6,8000000,-11.421875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-6,9000000,-10.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-6,10000000,-10.28125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,5
-7,1000000,-23.25,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-7,2000000,-23.296875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-7,3000000,-23.109375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-7,4000000,-23.1875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-7,5000000,-23.015625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-7,6000000,-23.171875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-7,7000000,-23.046875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-7,8000000,-23.203125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-7,9000000,-23.234375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-7,10000000,-23.40625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
-8,1000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-8,2000000,-23.953125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-8,3000000,-23.859375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-8,4000000,-22.96875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-8,5000000,-23.234375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-8,6000000,-23.21875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-8,7000000,-23.5,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-8,8000000,-23.0,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-8,9000000,-22.46875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-8,10000000,-22.6875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
-9,1000000,-23.625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-9,2000000,-23.984375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-9,3000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-9,4000000,-23.84375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-9,5000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-9,6000000,-23.875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-9,7000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-9,8000000,-23.59375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-9,9000000,-23.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-9,10000000,-23.984375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,5
-10,1000000,-23.875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
-10,2000000,-22.859375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
-10,3000000,-23.9375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
-10,4000000,-23.0625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
-10,5000000,-22.6875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
-10,6000000,-22.875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
-10,7000000,-21.203125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
-10,8000000,-21.171875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
-10,9000000,-21.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
-10,10000000,-23.21875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,5
+6,1000000,-18.421875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+6,2000000,-17.375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+6,3000000,-17.171875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+6,4000000,-16.4375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+6,5000000,-14.875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+6,6000000,-13.828125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+6,7000000,-11.953125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+6,8000000,-11.421875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+6,9000000,-10.734375,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+6,10000000,-10.28125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,5
+7,1000000,-23.25,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+7,2000000,-23.296875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+7,3000000,-23.109375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+7,4000000,-23.1875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+7,5000000,-23.015625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+7,6000000,-23.171875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+7,7000000,-23.046875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+7,8000000,-23.203125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+7,9000000,-23.234375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+7,10000000,-23.40625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,5
+8,1000000,-23.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+8,2000000,-23.953125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+8,3000000,-23.859375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+8,4000000,-22.96875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+8,5000000,-23.234375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+8,6000000,-23.21875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+8,7000000,-23.5,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+8,8000000,-23.0,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+8,9000000,-22.46875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+8,10000000,-22.6875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,5
+9,1000000,-23.625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,2000000,-23.984375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,3000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,4000000,-23.84375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,5000000,-23.953125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,6000000,-23.875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,7000000,-23.9375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,8000000,-23.59375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,9000000,-23.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,10000000,-23.984375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+10,1000000,-23.875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,2000000,-22.859375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,3000000,-23.9375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,4000000,-23.0625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,5000000,-22.6875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,6000000,-22.875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,7000000,-21.203125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,8000000,-21.171875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,9000000,-21.609375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,10000000,-23.21875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
 11,1000000,-21.59375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
 11,2000000,-23.4375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
 11,3000000,-21.71875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
@@ -23159,26 +23159,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 11,8000000,-23.1875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
 11,9000000,-23.046875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
 11,10000000,-22.59375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
-12,1000000,-22.609375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,2000000,-23.828125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,3000000,-23.875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,4000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,5000000,-23.90625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,6000000,-23.921875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,7000000,-23.78125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,8000000,-23.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,9000000,-23.78125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,10000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-13,1000000,-23.453125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
-13,2000000,-23.59375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
-13,3000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
-13,4000000,-23.578125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
-13,5000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
-13,6000000,-23.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
-13,7000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
-13,8000000,-23.546875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
-13,9000000,-23.359375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
-13,10000000,-23.484375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,5
+12,1000000,-22.609375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+12,2000000,-23.828125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+12,3000000,-23.875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+12,4000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+12,5000000,-23.90625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+12,6000000,-23.921875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+12,7000000,-23.78125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+12,8000000,-23.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+12,9000000,-23.78125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+12,10000000,-23.953125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,5
+13,1000000,-23.453125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,2000000,-23.59375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,3000000,-23.421875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,4000000,-23.578125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,5000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,6000000,-23.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,7000000,-23.40625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,8000000,-23.546875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,9000000,-23.359375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,10000000,-23.484375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
 14,1000000,-17.4375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
 14,2000000,-16.09375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
 14,3000000,-16.3125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
@@ -23189,26 +23189,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 14,8000000,-16.6875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
 14,9000000,-16.640625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
 14,10000000,-16.796875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
-15,1000000,-23.90625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,2000000,-22.828125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,3000000,-23.734375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,4000000,-23.8125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,5000000,-23.828125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,6000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,7000000,-23.84375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,8000000,-23.890625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,9000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,10000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-16,1000000,-17.609375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
-16,2000000,-20.09375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
-16,3000000,-17.609375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
-16,4000000,-19.109375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
-16,5000000,-19.453125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
-16,6000000,-18.5,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
-16,7000000,-16.21875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
-16,8000000,-17.640625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
-16,9000000,-18.0,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
-16,10000000,-14.03125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,5
+15,1000000,-23.90625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+15,2000000,-22.828125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+15,3000000,-23.734375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+15,4000000,-23.8125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+15,5000000,-23.828125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+15,6000000,-23.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+15,7000000,-23.84375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+15,8000000,-23.890625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+15,9000000,-23.984375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+15,10000000,-23.953125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,5
+16,1000000,-17.609375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,2000000,-20.09375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,3000000,-17.609375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,4000000,-19.109375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,5000000,-19.453125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,6000000,-18.5,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,7000000,-16.21875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,8000000,-17.640625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,9000000,-18.0,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,10000000,-14.03125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
 17,1000000,-22.953125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
 17,2000000,-21.96875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
 17,3000000,-23.953125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
@@ -23219,26 +23219,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 17,8000000,-23.640625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
 17,9000000,-23.46875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
 17,10000000,-23.828125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
-18,1000000,-23.453125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,2000000,-23.25,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,3000000,-23.140625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,4000000,-23.390625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,5000000,-23.375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,6000000,-23.328125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,7000000,-23.453125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,8000000,-23.390625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,9000000,-23.421875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,10000000,-23.421875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-19,1000000,-22.65625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
-19,2000000,-22.40625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
-19,3000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
-19,4000000,-23.5,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
-19,5000000,-23.28125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
-19,6000000,-23.53125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
-19,7000000,-23.921875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
-19,8000000,-23.4375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
-19,9000000,-23.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
-19,10000000,-23.25,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,NaN,NaN,NaN,1174.0,5
+18,1000000,-23.453125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+18,2000000,-23.25,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+18,3000000,-23.140625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+18,4000000,-23.390625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+18,5000000,-23.375,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+18,6000000,-23.328125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+18,7000000,-23.453125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+18,8000000,-23.390625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+18,9000000,-23.421875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+18,10000000,-23.421875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,,5
+19,1000000,-22.65625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
+19,2000000,-22.40625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
+19,3000000,-23.484375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
+19,4000000,-23.5,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
+19,5000000,-23.28125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
+19,6000000,-23.53125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
+19,7000000,-23.921875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
+19,8000000,-23.4375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
+19,9000000,-23.90625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
+19,10000000,-23.25,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,5
 20,1000000,-23.859375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
 20,2000000,-23.9375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
 20,3000000,-22.890625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
@@ -23249,76 +23249,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,-23.890625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
 20,9000000,-23.984375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
 20,10000000,-23.984375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
-21,1000000,-23.859375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-21,2000000,-23.40625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-21,3000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-21,4000000,-23.578125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-21,5000000,-23.46875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-21,6000000,-23.9375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-21,7000000,-23.65625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-21,8000000,-23.859375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-21,9000000,-22.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-21,10000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,5
-22,1000000,-16.8125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-22,2000000,-17.515625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-22,3000000,-14.828125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-22,4000000,-15.84375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-22,5000000,-18.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-22,6000000,-19.015625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-22,7000000,-17.390625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-22,8000000,-14.0,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-22,9000000,-16.078125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-22,10000000,-17.4375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,NaN,NaN,NaN,NaN,5
-23,1000000,-18.28125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-23,2000000,-19.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-23,3000000,-17.296875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-23,4000000,-13.234375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-23,5000000,-15.375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-23,6000000,-13.984375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-23,7000000,-13.421875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-23,8000000,-14.578125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-23,9000000,-16.546875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-23,10000000,-13.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,NaN,NaN,NaN,957.0,5
-24,1000000,-23.46875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-24,2000000,-23.421875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-24,3000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-24,4000000,-22.828125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-24,5000000,-23.5,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-24,6000000,-23.4375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-24,7000000,-23.875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-24,8000000,-23.4375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-24,9000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-24,10000000,-23.5625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,NaN,NaN,NaN,1922.0,5
-25,1000000,-18.9375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-25,2000000,-20.828125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-25,3000000,-22.015625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-25,4000000,-23.0,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-25,5000000,-22.578125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-25,6000000,-23.515625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-25,7000000,-22.5,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-25,8000000,-23.609375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-25,9000000,-22.6875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-25,10000000,-23.40625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,NaN,NaN,NaN,294.0,5
-26,1000000,-23.84375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-26,2000000,-23.9375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-26,3000000,-23.59375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-26,4000000,-23.453125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-26,5000000,-23.953125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-26,6000000,-22.671875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-26,7000000,-23.21875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-26,8000000,-21.140625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-26,9000000,-23.359375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-26,10000000,-22.046875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,NaN,5
-27,1000000,-22.90625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
-27,2000000,-21.328125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
-27,3000000,-22.171875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
-27,4000000,-23.296875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
-27,5000000,-22.9375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
-27,6000000,-20.9375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
-27,7000000,-21.984375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
-27,8000000,-23.0625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
-27,9000000,-21.921875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
-27,10000000,-22.921875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,NaN,5
+21,1000000,-23.859375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+21,2000000,-23.40625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+21,3000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+21,4000000,-23.578125,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+21,5000000,-23.46875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+21,6000000,-23.9375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+21,7000000,-23.65625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+21,8000000,-23.859375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+21,9000000,-22.90625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+21,10000000,-23.515625,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,,,,1860.0,5
+22,1000000,-16.8125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+22,2000000,-17.515625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+22,3000000,-14.828125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+22,4000000,-15.84375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+22,5000000,-18.171875,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+22,6000000,-19.015625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+22,7000000,-17.390625,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+22,8000000,-14.0,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+22,9000000,-16.078125,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+22,10000000,-17.4375,64,False,282465,0.79320508,2.09e-06,16440,0.19552153,False,,,,,5
+23,1000000,-18.28125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+23,2000000,-19.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+23,3000000,-17.296875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+23,4000000,-13.234375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+23,5000000,-15.375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+23,6000000,-13.984375,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+23,7000000,-13.421875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+23,8000000,-14.578125,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+23,9000000,-16.546875,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+23,10000000,-13.515625,64,False,630826,0.93714398,2.918e-05,27973,0.12395746,True,,,,957.0,5
+24,1000000,-23.46875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+24,2000000,-23.421875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+24,3000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+24,4000000,-22.828125,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+24,5000000,-23.5,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+24,6000000,-23.4375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+24,7000000,-23.875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+24,8000000,-23.4375,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+24,9000000,-23.921875,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+24,10000000,-23.5625,32,False,369231,0.56845014,0.01289997,7050,0.10275248,True,,,,1922.0,5
+25,1000000,-18.9375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+25,2000000,-20.828125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+25,3000000,-22.015625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+25,4000000,-23.0,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+25,5000000,-22.578125,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+25,6000000,-23.515625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+25,7000000,-22.5,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+25,8000000,-23.609375,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+25,9000000,-22.6875,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+25,10000000,-23.40625,64,False,333828,0.54055069,0.00010869,8396,0.02736504,True,,,,294.0,5
+26,1000000,-23.84375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+26,2000000,-23.9375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+26,3000000,-23.59375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+26,4000000,-23.453125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+26,5000000,-23.953125,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+26,6000000,-22.671875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+26,7000000,-23.21875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+26,8000000,-21.140625,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+26,9000000,-23.359375,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+26,10000000,-22.046875,16,True,672384,0.6226836,0.00012668,18717,0.17224968,False,0.27762463,0.14016797,1.7e-07,,5
+27,1000000,-22.90625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
+27,2000000,-21.328125,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
+27,3000000,-22.171875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
+27,4000000,-23.296875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
+27,5000000,-22.9375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
+27,6000000,-20.9375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
+27,7000000,-21.984375,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
+27,8000000,-23.0625,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
+27,9000000,-21.921875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
+27,10000000,-22.921875,16,True,683606,0.84781272,2.616e-05,13084,0.03704904,False,0.0662796,0.70002727,0.00013025,,5
 28,1000000,-23.6875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
 28,2000000,-21.703125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
 28,3000000,-19.078125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
@@ -23329,56 +23329,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,-22.96875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
 28,9000000,-20.921875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
 28,10000000,-22.75,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
-29,1000000,-23.453125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-29,2000000,-23.484375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-29,3000000,-23.796875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-29,4000000,-21.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-29,5000000,-23.78125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-29,6000000,-22.859375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-29,7000000,-23.0,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-29,8000000,-23.453125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-29,9000000,-23.28125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-29,10000000,-23.40625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,5
-30,1000000,-23.265625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-30,2000000,-23.640625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-30,3000000,-23.3125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-30,4000000,-23.5625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-30,5000000,-23.640625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-30,6000000,-23.375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-30,7000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-30,8000000,-23.796875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-30,9000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-30,10000000,-23.5,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,NaN,NaN,NaN,656.0,5
-31,1000000,-23.453125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-31,2000000,-23.421875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-31,3000000,-23.53125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-31,4000000,-23.671875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-31,5000000,-23.390625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-31,6000000,-23.359375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-31,7000000,-23.5,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-31,8000000,-23.53125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-31,9000000,-23.5625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-31,10000000,-23.390625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,NaN,NaN,NaN,NaN,5
-32,1000000,-23.8125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-32,2000000,-23.375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-32,3000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-32,4000000,-23.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-32,5000000,-23.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-32,6000000,-23.671875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-32,7000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-32,8000000,-23.828125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-32,9000000,-23.75,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-32,10000000,-22.875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,NaN,NaN,NaN,1918.0,5
-33,1000000,-20.78125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
-33,2000000,-21.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
-33,3000000,-21.4375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
-33,4000000,-23.234375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
-33,5000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
-33,6000000,-23.859375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
-33,7000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
-33,8000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
-33,9000000,-23.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
-33,10000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,NaN,5
+29,1000000,-23.453125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+29,2000000,-23.484375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+29,3000000,-23.796875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+29,4000000,-21.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+29,5000000,-23.78125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+29,6000000,-22.859375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+29,7000000,-23.0,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+29,8000000,-23.453125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+29,9000000,-23.28125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+29,10000000,-23.40625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,,,,,5
+30,1000000,-23.265625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+30,2000000,-23.640625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+30,3000000,-23.3125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+30,4000000,-23.5625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+30,5000000,-23.640625,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+30,6000000,-23.375,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+30,7000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+30,8000000,-23.796875,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+30,9000000,-23.953125,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+30,10000000,-23.5,16,False,544273,0.72845571,0.02571622,15582,0.14510936,True,,,,656.0,5
+31,1000000,-23.453125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+31,2000000,-23.421875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+31,3000000,-23.53125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+31,4000000,-23.671875,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+31,5000000,-23.390625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+31,6000000,-23.359375,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+31,7000000,-23.5,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+31,8000000,-23.53125,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+31,9000000,-23.5625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+31,10000000,-23.390625,64,False,240798,0.58026941,0.00959306,31472,0.09216963,False,,,,,5
+32,1000000,-23.8125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+32,2000000,-23.375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+32,3000000,-23.96875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+32,4000000,-23.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+32,5000000,-23.609375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+32,6000000,-23.671875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+32,7000000,-23.9375,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+32,8000000,-23.828125,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+32,9000000,-23.75,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+32,10000000,-22.875,64,False,815713,0.57970723,0.00139474,13672,0.01347988,True,,,,1918.0,5
+33,1000000,-20.78125,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
+33,2000000,-21.5,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
+33,3000000,-21.4375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
+33,4000000,-23.234375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
+33,5000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
+33,6000000,-23.859375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
+33,7000000,-23.890625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
+33,8000000,-23.90625,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
+33,9000000,-23.84375,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
+33,10000000,-23.921875,32,True,17335,0.59261616,0.00010146,30524,0.02082337,False,0.87079365,0.45962077,2.03e-06,,5
 34,1000000,-18.046875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
 34,2000000,-13.75,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
 34,3000000,-13.75,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
@@ -23389,96 +23389,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,-18.421875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
 34,9000000,-17.921875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
 34,10000000,-18.078125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
-35,1000000,-23.578125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-35,2000000,-23.96875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-35,3000000,-23.578125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-35,4000000,-23.609375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-35,5000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-35,6000000,-23.5625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-35,7000000,-23.171875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-35,8000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-35,9000000,-23.359375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-35,10000000,-23.484375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,5
-36,1000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-36,2000000,-23.296875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-36,3000000,-23.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-36,4000000,-23.765625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-36,5000000,-23.875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-36,6000000,-23.15625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-36,7000000,-23.359375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-36,8000000,-23.203125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-36,9000000,-23.5625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-36,10000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,NaN,NaN,NaN,93.0,5
-37,1000000,-23.953125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-37,2000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-37,3000000,-23.90625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-37,4000000,-23.890625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-37,5000000,-23.234375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-37,6000000,-22.125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-37,7000000,-21.734375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-37,8000000,-21.65625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-37,9000000,-22.109375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-37,10000000,-22.65625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,NaN,5
-38,1000000,-21.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-38,2000000,-19.09375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-38,3000000,-19.5,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-38,4000000,-20.25,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-38,5000000,-22.5625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-38,6000000,-19.484375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-38,7000000,-19.140625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-38,8000000,-18.828125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-38,9000000,-18.078125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-38,10000000,-17.328125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,NaN,5
-39,1000000,-23.828125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-39,2000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-39,3000000,-23.703125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-39,4000000,-23.703125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-39,5000000,-23.796875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-39,6000000,-23.875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-39,7000000,-23.8125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-39,8000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-39,9000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-39,10000000,-23.875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,NaN,5
-40,1000000,-19.0625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-40,2000000,-19.546875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-40,3000000,-18.609375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-40,4000000,-18.390625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-40,5000000,-17.671875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-40,6000000,-17.390625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-40,7000000,-17.515625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-40,8000000,-17.5,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-40,9000000,-17.75,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-40,10000000,-17.484375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,NaN,5
-41,1000000,-22.75,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-41,2000000,-23.8125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-41,3000000,-22.125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-41,4000000,-23.109375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-41,5000000,-23.34375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-41,6000000,-23.90625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-41,7000000,-22.765625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-41,8000000,-23.171875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-41,9000000,-23.90625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-41,10000000,-23.453125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,NaN,5
-42,1000000,-17.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-42,2000000,-17.625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-42,3000000,-18.390625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-42,4000000,-15.109375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-42,5000000,-15.25,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-42,6000000,-17.015625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-42,7000000,-18.28125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-42,8000000,-15.375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-42,9000000,-18.34375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-42,10000000,-16.859375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,NaN,NaN,NaN,1422.0,5
-43,1000000,-23.921875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
-43,2000000,-23.46875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
-43,3000000,-23.578125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
-43,4000000,-23.59375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
-43,5000000,-23.53125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
-43,6000000,-23.671875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
-43,7000000,-23.390625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
-43,8000000,-23.640625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
-43,9000000,-23.625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
-43,10000000,-23.640625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,NaN,5
+35,1000000,-23.578125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+35,2000000,-23.96875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+35,3000000,-23.578125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+35,4000000,-23.609375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+35,5000000,-23.9375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+35,6000000,-23.5625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+35,7000000,-23.171875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+35,8000000,-23.953125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+35,9000000,-23.359375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+35,10000000,-23.484375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,,,,1326.0,5
+36,1000000,-23.90625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+36,2000000,-23.296875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+36,3000000,-23.859375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+36,4000000,-23.765625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+36,5000000,-23.875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+36,6000000,-23.15625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+36,7000000,-23.359375,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+36,8000000,-23.203125,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+36,9000000,-23.5625,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+36,10000000,-23.96875,16,False,517803,0.71204449,0.00059353,10136,0.14160837,True,,,,93.0,5
+37,1000000,-23.953125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+37,2000000,-23.921875,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+37,3000000,-23.90625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+37,4000000,-23.890625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+37,5000000,-23.234375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+37,6000000,-22.125,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+37,7000000,-21.734375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+37,8000000,-21.65625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+37,9000000,-22.109375,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+37,10000000,-22.65625,16,True,815156,0.99274571,0.06996141,29751,0.0600147,False,0.25692584,0.11484709,0.00063652,,5
+38,1000000,-21.546875,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+38,2000000,-19.09375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+38,3000000,-19.5,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+38,4000000,-20.25,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+38,5000000,-22.5625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+38,6000000,-19.484375,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+38,7000000,-19.140625,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+38,8000000,-18.828125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+38,9000000,-18.078125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+38,10000000,-17.328125,64,True,730985,0.94086011,2.302e-05,13057,0.07548494,False,0.24542917,0.18013457,6.27e-06,,5
+39,1000000,-23.828125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+39,2000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+39,3000000,-23.703125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+39,4000000,-23.703125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+39,5000000,-23.796875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+39,6000000,-23.875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+39,7000000,-23.8125,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+39,8000000,-23.84375,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+39,9000000,-23.890625,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+39,10000000,-23.875,64,True,502899,0.9712918,0.00147907,28556,0.18810173,False,0.70257931,0.96828591,0.00094974,,5
+40,1000000,-19.0625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+40,2000000,-19.546875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+40,3000000,-18.609375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+40,4000000,-18.390625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+40,5000000,-17.671875,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+40,6000000,-17.390625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+40,7000000,-17.515625,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+40,8000000,-17.5,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+40,9000000,-17.75,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+40,10000000,-17.484375,16,True,153222,0.70874319,4.53e-06,20201,0.0771788,False,0.96811673,0.55141605,1.26e-06,,5
+41,1000000,-22.75,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+41,2000000,-23.8125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+41,3000000,-22.125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+41,4000000,-23.109375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+41,5000000,-23.34375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+41,6000000,-23.90625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+41,7000000,-22.765625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+41,8000000,-23.171875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+41,9000000,-23.90625,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+41,10000000,-23.453125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,5
+42,1000000,-17.09375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+42,2000000,-17.625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+42,3000000,-18.390625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+42,4000000,-15.109375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+42,5000000,-15.25,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+42,6000000,-17.015625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+42,7000000,-18.28125,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+42,8000000,-15.375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+42,9000000,-18.34375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+42,10000000,-16.859375,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,5
+43,1000000,-23.921875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
+43,2000000,-23.46875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
+43,3000000,-23.578125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
+43,4000000,-23.59375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
+43,5000000,-23.53125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
+43,6000000,-23.671875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
+43,7000000,-23.390625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
+43,8000000,-23.640625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
+43,9000000,-23.625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
+43,10000000,-23.640625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,5
 44,1000000,-23.375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
 44,2000000,-23.75,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
 44,3000000,-23.53125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
@@ -23489,56 +23489,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,-23.546875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
 44,9000000,-23.734375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
 44,10000000,-23.53125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
-45,1000000,-23.296875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-45,2000000,-23.3125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-45,3000000,-23.453125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-45,4000000,-23.3125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-45,5000000,-23.328125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-45,6000000,-23.5,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-45,7000000,-23.46875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-45,8000000,-23.546875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-45,9000000,-23.46875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-45,10000000,-23.5625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,5
-46,1000000,-20.765625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-46,2000000,-17.8125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-46,3000000,-20.96875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-46,4000000,-18.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-46,5000000,-20.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-46,6000000,-19.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-46,7000000,-17.25,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-46,8000000,-16.546875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-46,9000000,-19.28125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-46,10000000,-15.640625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,5
-47,1000000,-23.390625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-47,2000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-47,3000000,-23.0625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-47,4000000,-23.90625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-47,5000000,-23.859375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-47,6000000,-23.40625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-47,7000000,-23.4375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-47,8000000,-23.453125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-47,9000000,-23.5625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-47,10000000,-23.578125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,5
-48,1000000,-17.59375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-48,2000000,-18.234375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-48,3000000,-17.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-48,4000000,-19.078125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-48,5000000,-18.15625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-48,6000000,-18.203125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-48,7000000,-17.046875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-48,8000000,-19.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-48,9000000,-16.328125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-48,10000000,-12.578125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,5
-49,1000000,-23.484375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
-49,2000000,-23.4375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
-49,3000000,-23.671875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
-49,4000000,-23.453125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
-49,5000000,-23.40625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
-49,6000000,-23.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
-49,7000000,-23.328125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
-49,8000000,-23.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
-49,9000000,-23.3125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
-49,10000000,-23.40625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,5
+45,1000000,-23.296875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+45,2000000,-23.3125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+45,3000000,-23.453125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+45,4000000,-23.3125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+45,5000000,-23.328125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+45,6000000,-23.5,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+45,7000000,-23.46875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+45,8000000,-23.546875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+45,9000000,-23.46875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+45,10000000,-23.5625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,5
+46,1000000,-20.765625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+46,2000000,-17.8125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+46,3000000,-20.96875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+46,4000000,-18.953125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+46,5000000,-20.390625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+46,6000000,-19.296875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+46,7000000,-17.25,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+46,8000000,-16.546875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+46,9000000,-19.28125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+46,10000000,-15.640625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,5
+47,1000000,-23.390625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+47,2000000,-23.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+47,3000000,-23.0625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+47,4000000,-23.90625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+47,5000000,-23.859375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+47,6000000,-23.40625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+47,7000000,-23.4375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+47,8000000,-23.453125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+47,9000000,-23.5625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+47,10000000,-23.578125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,5
+48,1000000,-17.59375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+48,2000000,-18.234375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+48,3000000,-17.515625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+48,4000000,-19.078125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+48,5000000,-18.15625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+48,6000000,-18.203125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+48,7000000,-17.046875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+48,8000000,-19.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+48,9000000,-16.328125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+48,10000000,-12.578125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,5
+49,1000000,-23.484375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,2000000,-23.4375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,3000000,-23.671875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,4000000,-23.453125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,5000000,-23.40625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,6000000,-23.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,7000000,-23.328125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,8000000,-23.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,9000000,-23.3125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,10000000,-23.40625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
 50,1000000,-23.734375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
 50,2000000,-23.1875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
 50,3000000,-23.375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
@@ -23549,26 +23549,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 50,8000000,-23.609375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
 50,9000000,-23.609375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
 50,10000000,-23.515625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
-51,1000000,-23.890625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,2000000,-23.6875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,3000000,-23.890625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,4000000,-23.46875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,5000000,-23.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,6000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,7000000,-23.265625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,8000000,-23.625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,9000000,-23.578125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,10000000,-23.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-52,1000000,-18.375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,2000000,-17.140625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,3000000,-17.53125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,4000000,-16.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,5000000,-13.90625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,6000000,-14.6875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,7000000,-13.984375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,8000000,-13.859375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,9000000,-14.015625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,10000000,-13.515625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
+51,1000000,-23.890625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,2000000,-23.6875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,3000000,-23.890625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,4000000,-23.46875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,5000000,-23.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,6000000,-23.984375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,7000000,-23.265625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,8000000,-23.625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,9000000,-23.578125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,10000000,-23.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+52,1000000,-18.375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,2000000,-17.140625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,3000000,-17.53125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,4000000,-16.546875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,5000000,-13.90625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,6000000,-14.6875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,7000000,-13.984375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,8000000,-13.859375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,9000000,-14.015625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,10000000,-13.515625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
 53,1000000,-23.453125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,5
 53,2000000,-23.84375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,5
 53,3000000,-23.96875,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,5
@@ -23589,16 +23589,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 54,8000000,-15.59375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,5
 54,9000000,-15.4375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,5
 54,10000000,-16.5,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,5
-55,1000000,-18.140625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,2000000,-15.375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,3000000,-13.53125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,4000000,-16.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,5000000,-16.8125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,6000000,-12.921875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,7000000,-15.984375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,8000000,-15.046875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,9000000,-18.296875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,10000000,-15.0625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
+55,1000000,-18.140625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,2000000,-15.375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,3000000,-13.53125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,4000000,-16.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,5000000,-16.8125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,6000000,-12.921875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,7000000,-15.984375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,8000000,-15.046875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,9000000,-18.296875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,10000000,-15.0625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
 56,1000000,-23.734375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
 56,2000000,-22.1875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
 56,3000000,-22.8125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
@@ -23609,16 +23609,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 56,8000000,-23.859375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
 56,9000000,-23.90625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
 56,10000000,-21.515625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
-57,1000000,-23.0,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,2000000,-23.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,3000000,-23.421875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,4000000,-23.21875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,5000000,-23.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,6000000,-23.515625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,7000000,-23.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,8000000,-23.59375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,9000000,-23.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,10000000,-23.546875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
+57,1000000,-23.0,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,2000000,-23.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,3000000,-23.421875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,4000000,-23.21875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,5000000,-23.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,6000000,-23.515625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,7000000,-23.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,8000000,-23.59375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,9000000,-23.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,10000000,-23.546875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
 58,1000000,-23.453125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
 58,2000000,-19.828125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
 58,3000000,-20.640625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
@@ -23629,26 +23629,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 58,8000000,-17.671875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
 58,9000000,-13.953125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
 58,10000000,-12.875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
-59,1000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,2000000,-23.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,3000000,-23.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,4000000,-23.859375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,5000000,-23.3125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,6000000,-23.796875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,7000000,-23.359375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,8000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,9000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,10000000,-23.3125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-60,1000000,-20.328125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,2000000,-20.140625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,3000000,-22.53125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,4000000,-22.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,5000000,-22.890625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,6000000,-23.546875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,7000000,-21.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,8000000,-20.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,9000000,-22.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,10000000,-22.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
+59,1000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,2000000,-23.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,3000000,-23.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,4000000,-23.859375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,5000000,-23.3125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,6000000,-23.796875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,7000000,-23.359375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,8000000,-23.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,9000000,-23.953125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,10000000,-23.3125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+60,1000000,-20.328125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,2000000,-20.140625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,3000000,-22.53125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,4000000,-22.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,5000000,-22.890625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,6000000,-23.546875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,7000000,-21.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,8000000,-20.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,9000000,-22.984375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,10000000,-22.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
 61,1000000,-18.484375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
 61,2000000,-16.90625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
 61,3000000,-18.34375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
@@ -23659,16 +23659,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 61,8000000,-15.078125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
 61,9000000,-17.40625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
 61,10000000,-11.859375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
-62,1000000,-23.828125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,2000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,3000000,-23.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,4000000,-23.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,5000000,-23.484375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,6000000,-23.421875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,7000000,-23.203125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,8000000,-23.1875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,9000000,-23.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,10000000,-23.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
+62,1000000,-23.828125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,2000000,-23.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,3000000,-23.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,4000000,-23.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,5000000,-23.484375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,6000000,-23.421875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,7000000,-23.203125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,8000000,-23.1875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,9000000,-23.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,10000000,-23.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
 63,1000000,-23.5,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
 63,2000000,-23.984375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
 63,3000000,-23.5,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
@@ -23679,16 +23679,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 63,8000000,-23.0,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
 63,9000000,-23.890625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
 63,10000000,-23.1875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
-64,1000000,-17.078125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,2000000,-15.296875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,3000000,-15.734375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,4000000,-15.234375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,5000000,-15.578125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,6000000,-16.28125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,7000000,-16.28125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,8000000,-14.046875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,9000000,-16.890625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,10000000,-16.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
+64,1000000,-17.078125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,2000000,-15.296875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,3000000,-15.734375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,4000000,-15.234375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,5000000,-15.578125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,6000000,-16.28125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,7000000,-16.28125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,8000000,-14.046875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,9000000,-16.890625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,10000000,-16.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
 65,1000000,-18.625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,5
 65,2000000,-18.65625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,5
 65,3000000,-18.921875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,5
@@ -23709,16 +23709,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 66,8000000,-22.984375,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,5
 66,9000000,-21.828125,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,5
 66,10000000,-23.015625,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,5
-67,1000000,-23.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,2000000,-23.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,3000000,-23.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,4000000,-23.46875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,5000000,-23.390625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,6000000,-23.859375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,7000000,-23.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,8000000,-22.40625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,9000000,-23.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,10000000,-23.453125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
+67,1000000,-23.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,2000000,-23.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,3000000,-23.546875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,4000000,-23.46875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,5000000,-23.390625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,6000000,-23.859375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,7000000,-23.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,8000000,-22.40625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,9000000,-23.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,10000000,-23.453125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
 68,1000000,-23.5,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,5
 68,2000000,-22.65625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,5
 68,3000000,-22.0,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,5
@@ -23749,46 +23749,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 70,8000000,-23.359375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,5
 70,9000000,-22.859375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,5
 70,10000000,-23.421875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,5
-71,1000000,-21.4375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,2000000,-17.328125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,3000000,-17.9375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,4000000,-18.765625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,5000000,-17.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,6000000,-18.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,7000000,-19.0625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,8000000,-17.90625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,9000000,-17.890625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,10000000,-17.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-72,1000000,-22.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-72,2000000,-23.890625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-72,3000000,-23.921875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-72,4000000,-23.359375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-72,5000000,-24.0,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-72,6000000,-23.828125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-72,7000000,-23.15625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-72,8000000,-23.46875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-72,9000000,-23.578125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-72,10000000,-22.984375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,5
-73,1000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-73,2000000,-23.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-73,3000000,-23.90625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-73,4000000,-23.90625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-73,5000000,-23.859375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-73,6000000,-23.78125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-73,7000000,-23.984375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-73,8000000,-23.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-73,9000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-73,10000000,-23.796875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,5
-74,1000000,-23.84375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
-74,2000000,-19.90625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
-74,3000000,-23.671875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
-74,4000000,-21.453125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
-74,5000000,-19.859375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
-74,6000000,-23.578125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
-74,7000000,-19.625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
-74,8000000,-21.078125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
-74,9000000,-23.921875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
-74,10000000,-21.84375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,5
+71,1000000,-21.4375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+71,2000000,-17.328125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+71,3000000,-17.9375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+71,4000000,-18.765625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+71,5000000,-17.921875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+71,6000000,-18.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+71,7000000,-19.0625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+71,8000000,-17.90625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+71,9000000,-17.890625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+71,10000000,-17.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,5
+72,1000000,-22.9375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+72,2000000,-23.890625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+72,3000000,-23.921875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+72,4000000,-23.359375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+72,5000000,-24.0,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+72,6000000,-23.828125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+72,7000000,-23.15625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+72,8000000,-23.46875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+72,9000000,-23.578125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+72,10000000,-22.984375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,5
+73,1000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+73,2000000,-23.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+73,3000000,-23.90625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+73,4000000,-23.90625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+73,5000000,-23.859375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+73,6000000,-23.78125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+73,7000000,-23.984375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+73,8000000,-23.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+73,9000000,-23.921875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+73,10000000,-23.796875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,5
+74,1000000,-23.84375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
+74,2000000,-19.90625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
+74,3000000,-23.671875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
+74,4000000,-21.453125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
+74,5000000,-19.859375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
+74,6000000,-23.578125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
+74,7000000,-19.625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
+74,8000000,-21.078125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
+74,9000000,-23.921875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
+74,10000000,-21.84375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,5
 75,1000000,-23.5625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,5
 75,2000000,-23.984375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,5
 75,3000000,-23.9375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,5
@@ -23809,56 +23809,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,-21.390625,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,5
 76,9000000,-20.234375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,5
 76,10000000,-19.578125,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,5
-77,1000000,-23.28125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-77,2000000,-23.046875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-77,3000000,-23.5625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-77,4000000,-23.375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-77,5000000,-23.234375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-77,6000000,-23.421875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-77,7000000,-23.84375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-77,8000000,-23.609375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-77,9000000,-23.515625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-77,10000000,-23.859375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,5
-78,1000000,-19.703125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-78,2000000,-20.125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-78,3000000,-19.890625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-78,4000000,-19.15625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-78,5000000,-19.1875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-78,6000000,-17.1875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-78,7000000,-18.171875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-78,8000000,-17.71875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-78,9000000,-18.21875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-78,10000000,-16.765625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,5
-79,1000000,-18.890625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-79,2000000,-18.34375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-79,3000000,-18.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-79,4000000,-17.921875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-79,5000000,-17.84375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-79,6000000,-14.84375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-79,7000000,-16.5,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-79,8000000,-15.53125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-79,9000000,-14.125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-79,10000000,-14.03125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,5
-80,1000000,-21.984375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-80,2000000,-22.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-80,3000000,-21.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-80,4000000,-22.09375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-80,5000000,-22.921875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-80,6000000,-23.953125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-80,7000000,-22.75,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-80,8000000,-23.8125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-80,9000000,-23.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-80,10000000,-23.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,5
-81,1000000,-23.546875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
-81,2000000,-21.875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
-81,3000000,-22.59375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
-81,4000000,-22.21875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
-81,5000000,-23.28125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
-81,6000000,-22.765625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
-81,7000000,-23.28125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
-81,8000000,-23.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
-81,9000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
-81,10000000,-23.625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,5
+77,1000000,-23.28125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+77,2000000,-23.046875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+77,3000000,-23.5625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+77,4000000,-23.375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+77,5000000,-23.234375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+77,6000000,-23.421875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+77,7000000,-23.84375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+77,8000000,-23.609375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+77,9000000,-23.515625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+77,10000000,-23.859375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,5
+78,1000000,-19.703125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+78,2000000,-20.125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+78,3000000,-19.890625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+78,4000000,-19.15625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+78,5000000,-19.1875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+78,6000000,-17.1875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+78,7000000,-18.171875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+78,8000000,-17.71875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+78,9000000,-18.21875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+78,10000000,-16.765625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,5
+79,1000000,-18.890625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+79,2000000,-18.34375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+79,3000000,-18.765625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+79,4000000,-17.921875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+79,5000000,-17.84375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+79,6000000,-14.84375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+79,7000000,-16.5,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+79,8000000,-15.53125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+79,9000000,-14.125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+79,10000000,-14.03125,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,5
+80,1000000,-21.984375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+80,2000000,-22.890625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+80,3000000,-21.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+80,4000000,-22.09375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+80,5000000,-22.921875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+80,6000000,-23.953125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+80,7000000,-22.75,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+80,8000000,-23.8125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+80,9000000,-23.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+80,10000000,-23.4375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,5
+81,1000000,-23.546875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,2000000,-21.875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,3000000,-22.59375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,4000000,-22.21875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,5000000,-23.28125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,6000000,-22.765625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,7000000,-23.28125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,8000000,-23.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,9000000,-23.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,10000000,-23.625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
 82,1000000,-20.0625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
 82,2000000,-17.828125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
 82,3000000,-17.5,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
@@ -23869,46 +23869,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,-15.859375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
 82,9000000,-16.515625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
 82,10000000,-15.578125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
-83,1000000,-23.265625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,2000000,-23.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,3000000,-23.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,4000000,-23.453125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,5000000,-23.125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,6000000,-23.265625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,7000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,8000000,-23.59375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,9000000,-23.234375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,10000000,-23.359375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-84,1000000,-20.828125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,2000000,-17.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,3000000,-19.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,4000000,-19.328125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,5000000,-19.09375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,6000000,-15.953125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,7000000,-17.84375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,8000000,-17.125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,9000000,-17.078125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,10000000,-14.453125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-85,1000000,-23.5625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,2000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,3000000,-23.328125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,4000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,5000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,6000000,-23.25,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,7000000,-23.90625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,8000000,-23.1875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,9000000,-23.578125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,10000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-86,1000000,-18.96875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,2000000,-18.015625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,3000000,-18.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,4000000,-15.359375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,5000000,-15.453125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,6000000,-16.140625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,7000000,-17.03125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,8000000,-17.484375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,9000000,-15.671875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,10000000,-13.140625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
+83,1000000,-23.265625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,2000000,-23.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,3000000,-23.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,4000000,-23.453125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,5000000,-23.125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,6000000,-23.265625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,7000000,-23.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,8000000,-23.59375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,9000000,-23.234375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,10000000,-23.359375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+84,1000000,-20.828125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,2000000,-17.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,3000000,-19.890625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,4000000,-19.328125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,5000000,-19.09375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,6000000,-15.953125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,7000000,-17.84375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,8000000,-17.125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,9000000,-17.078125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,10000000,-14.453125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+85,1000000,-23.5625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,2000000,-23.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,3000000,-23.328125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,4000000,-23.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,5000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,6000000,-23.25,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,7000000,-23.90625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,8000000,-23.1875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,9000000,-23.578125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,10000000,-23.953125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+86,1000000,-18.96875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,2000000,-18.015625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,3000000,-18.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,4000000,-15.359375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,5000000,-15.453125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,6000000,-16.140625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,7000000,-17.03125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,8000000,-17.484375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,9000000,-15.671875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,10000000,-13.140625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
 87,1000000,-23.28125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
 87,2000000,-21.390625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
 87,3000000,-22.796875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
@@ -23919,16 +23919,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 87,8000000,-23.15625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
 87,9000000,-22.34375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
 87,10000000,-23.546875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
-88,1000000,-23.4375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,2000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,3000000,-23.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,4000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,5000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,6000000,-21.59375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,7000000,-21.296875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,8000000,-24.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,9000000,-24.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,10000000,-23.796875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
+88,1000000,-23.4375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,2000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,3000000,-23.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,4000000,-23.484375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,5000000,-23.953125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,6000000,-21.59375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,7000000,-21.296875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,8000000,-24.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,9000000,-24.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,10000000,-23.796875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
 89,1000000,-19.15625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
 89,2000000,-19.046875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
 89,3000000,-18.84375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
@@ -23939,36 +23939,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 89,8000000,-23.59375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
 89,9000000,-21.71875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
 89,10000000,-21.5625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
-90,1000000,-23.78125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,2000000,-23.78125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,3000000,-23.796875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,4000000,-23.53125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,5000000,-23.640625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,6000000,-23.375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,7000000,-23.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,8000000,-23.265625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,9000000,-23.328125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,10000000,-23.609375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-91,1000000,-20.15625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,2000000,-17.921875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,3000000,-16.03125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,4000000,-16.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,5000000,-14.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,6000000,-18.203125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,7000000,-17.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,8000000,-17.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,9000000,-17.65625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,10000000,-17.09375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-92,1000000,-22.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
-92,2000000,-22.59375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
-92,3000000,-21.984375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
-92,4000000,-23.359375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
-92,5000000,-23.34375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
-92,6000000,-23.890625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
-92,7000000,-23.953125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
-92,8000000,-23.328125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
-92,9000000,-23.453125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
-92,10000000,-23.84375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
+90,1000000,-23.78125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+90,2000000,-23.78125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+90,3000000,-23.796875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+90,4000000,-23.53125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+90,5000000,-23.640625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+90,6000000,-23.375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+90,7000000,-23.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+90,8000000,-23.265625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+90,9000000,-23.328125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+90,10000000,-23.609375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,5
+91,1000000,-20.15625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+91,2000000,-17.921875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+91,3000000,-16.03125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+91,4000000,-16.96875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+91,5000000,-14.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+91,6000000,-18.203125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+91,7000000,-17.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+91,8000000,-17.78125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+91,9000000,-17.65625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+91,10000000,-17.09375,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,5
+92,1000000,-22.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,2000000,-22.59375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,3000000,-21.984375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,4000000,-23.359375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,5000000,-23.34375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,6000000,-23.890625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,7000000,-23.953125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,8000000,-23.328125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,9000000,-23.453125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,10000000,-23.84375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
 93,1000000,-23.53125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
 93,2000000,-23.78125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
 93,3000000,-23.921875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
@@ -23979,36 +23979,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 93,8000000,-23.84375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
 93,9000000,-23.921875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
 93,10000000,-23.640625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
-94,1000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,2000000,-23.34375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,3000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,4000000,-23.25,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,5000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,6000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,7000000,-23.28125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,8000000,-23.546875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,9000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,10000000,-23.53125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-95,1000000,-18.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-95,2000000,-19.0,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-95,3000000,-19.015625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-95,4000000,-18.6875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-95,5000000,-17.921875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-95,6000000,-18.28125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-95,7000000,-18.828125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-95,8000000,-17.875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-95,9000000,-19.59375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-95,10000000,-18.515625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,5
-96,1000000,-21.515625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
-96,2000000,-20.9375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
-96,3000000,-23.609375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
-96,4000000,-20.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
-96,5000000,-23.59375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
-96,6000000,-23.46875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
-96,7000000,-23.953125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
-96,8000000,-23.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
-96,9000000,-23.890625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
-96,10000000,-23.921875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,5
+94,1000000,-23.59375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+94,2000000,-23.34375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+94,3000000,-23.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+94,4000000,-23.25,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+94,5000000,-23.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+94,6000000,-23.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+94,7000000,-23.28125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+94,8000000,-23.546875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+94,9000000,-23.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+94,10000000,-23.53125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,5
+95,1000000,-18.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+95,2000000,-19.0,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+95,3000000,-19.015625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+95,4000000,-18.6875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+95,5000000,-17.921875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+95,6000000,-18.28125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+95,7000000,-18.828125,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+95,8000000,-17.875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+95,9000000,-19.59375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+95,10000000,-18.515625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,5
+96,1000000,-21.515625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
+96,2000000,-20.9375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
+96,3000000,-23.609375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
+96,4000000,-20.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
+96,5000000,-23.59375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
+96,6000000,-23.46875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
+96,7000000,-23.953125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
+96,8000000,-23.859375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
+96,9000000,-23.890625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
+96,10000000,-23.921875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
 97,1000000,-23.359375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,5
 97,2000000,-23.890625,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,5
 97,3000000,-23.5,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,5
@@ -24029,36 +24029,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 98,8000000,-23.390625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,5
 98,9000000,-23.546875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,5
 98,10000000,-23.453125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,5
-99,1000000,-20.484375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,2000000,-19.71875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,3000000,-18.546875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,4000000,-19.109375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,5000000,-18.140625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,6000000,-18.609375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,7000000,-17.390625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,8000000,-17.453125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,9000000,-16.171875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,10000000,-18.609375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-100,1000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,2000000,-23.953125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,3000000,-23.84375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,4000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,5000000,-23.953125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,6000000,-23.953125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,7000000,-23.984375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,8000000,-23.765625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,9000000,-23.609375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,10000000,-23.421875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-101,1000000,-20.15625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,2000000,-18.484375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,3000000,-18.46875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,4000000,-19.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,5000000,-15.375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,6000000,-17.640625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,7000000,-17.578125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,8000000,-18.734375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,9000000,-15.296875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,10000000,-17.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
+99,1000000,-20.484375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+99,2000000,-19.71875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+99,3000000,-18.546875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+99,4000000,-19.109375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+99,5000000,-18.140625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+99,6000000,-18.609375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+99,7000000,-17.390625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+99,8000000,-17.453125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+99,9000000,-16.171875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+99,10000000,-18.609375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,5
+100,1000000,-23.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+100,2000000,-23.953125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+100,3000000,-23.84375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+100,4000000,-23.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+100,5000000,-23.953125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+100,6000000,-23.953125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+100,7000000,-23.984375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+100,8000000,-23.765625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+100,9000000,-23.609375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+100,10000000,-23.421875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,5
+101,1000000,-20.15625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
+101,2000000,-18.484375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
+101,3000000,-18.46875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
+101,4000000,-19.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
+101,5000000,-15.375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
+101,6000000,-17.640625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
+101,7000000,-17.578125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
+101,8000000,-18.734375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
+101,9000000,-15.296875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
+101,10000000,-17.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,5
 102,1000000,-18.28125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,5
 102,2000000,-15.6875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,5
 102,3000000,-16.921875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,5
@@ -24089,56 +24089,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 104,8000000,-22.265625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,5
 104,9000000,-22.84375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,5
 104,10000000,-21.6875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,5
-105,1000000,-23.984375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-105,2000000,-23.796875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-105,3000000,-23.546875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-105,4000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-105,5000000,-23.46875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-105,6000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-105,7000000,-23.4375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-105,8000000,-23.40625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-105,9000000,-23.140625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-105,10000000,-23.828125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,5
-106,1000000,-23.796875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-106,2000000,-23.8125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-106,3000000,-23.84375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-106,4000000,-23.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-106,5000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-106,6000000,-23.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-106,7000000,-23.8125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-106,8000000,-23.609375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-106,9000000,-23.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-106,10000000,-23.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,5
-107,1000000,-18.96875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-107,2000000,-19.40625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-107,3000000,-18.875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-107,4000000,-18.0625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-107,5000000,-18.484375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-107,6000000,-18.25,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-107,7000000,-17.78125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-107,8000000,-17.5625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-107,9000000,-18.140625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-107,10000000,-18.125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,5
-108,1000000,-23.96875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-108,2000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-108,3000000,-23.984375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-108,4000000,-23.921875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-108,5000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-108,6000000,-24.0,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-108,7000000,-23.890625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-108,8000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-108,9000000,-23.890625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-108,10000000,-23.96875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,5
-109,1000000,-21.0,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
-109,2000000,-23.90625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
-109,3000000,-22.796875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
-109,4000000,-23.609375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
-109,5000000,-23.609375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
-109,6000000,-23.34375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
-109,7000000,-23.265625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
-109,8000000,-21.890625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
-109,9000000,-22.296875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
-109,10000000,-23.171875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,NaN,NaN,NaN,NaN,5
+105,1000000,-23.984375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+105,2000000,-23.796875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+105,3000000,-23.546875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+105,4000000,-23.453125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+105,5000000,-23.46875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+105,6000000,-23.9375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+105,7000000,-23.4375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+105,8000000,-23.40625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+105,9000000,-23.140625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+105,10000000,-23.828125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,,,,72.0,5
+106,1000000,-23.796875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+106,2000000,-23.8125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+106,3000000,-23.84375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+106,4000000,-23.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+106,5000000,-23.890625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+106,6000000,-23.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+106,7000000,-23.8125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+106,8000000,-23.609375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+106,9000000,-23.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+106,10000000,-23.859375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,,,,,5
+107,1000000,-18.96875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+107,2000000,-19.40625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+107,3000000,-18.875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+107,4000000,-18.0625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+107,5000000,-18.484375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+107,6000000,-18.25,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+107,7000000,-17.78125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+107,8000000,-17.5625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+107,9000000,-18.140625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+107,10000000,-18.125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,,,,,5
+108,1000000,-23.96875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+108,2000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+108,3000000,-23.984375,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+108,4000000,-23.921875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+108,5000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+108,6000000,-24.0,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+108,7000000,-23.890625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+108,8000000,-23.953125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+108,9000000,-23.890625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+108,10000000,-23.96875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,,5
+109,1000000,-21.0,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
+109,2000000,-23.90625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
+109,3000000,-22.796875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
+109,4000000,-23.609375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
+109,5000000,-23.609375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
+109,6000000,-23.34375,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
+109,7000000,-23.265625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
+109,8000000,-21.890625,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
+109,9000000,-22.296875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
+109,10000000,-23.171875,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,5
 110,1000000,-23.234375,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,5
 110,2000000,-23.25,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,5
 110,3000000,-23.578125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,5
@@ -24159,36 +24159,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,-23.734375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,5
 111,9000000,-23.09375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,5
 111,10000000,-23.421875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,5
-112,1000000,-17.859375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,2000000,-20.65625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,3000000,-21.421875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,4000000,-22.3125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,5000000,-21.609375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,6000000,-20.96875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,7000000,-23.828125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,8000000,-23.546875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,9000000,-23.03125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,10000000,-21.125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-113,1000000,-23.53125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-113,2000000,-23.609375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-113,3000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-113,4000000,-23.453125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-113,5000000,-23.890625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-113,6000000,-23.125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-113,7000000,-23.890625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-113,8000000,-23.90625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-113,9000000,-23.203125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-113,10000000,-23.828125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,NaN,5
-114,1000000,-23.40625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
-114,2000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
-114,3000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
-114,4000000,-23.484375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
-114,5000000,-23.828125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
-114,6000000,-23.921875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
-114,7000000,-23.328125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
-114,8000000,-23.0,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
-114,9000000,-23.203125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
-114,10000000,-23.03125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,NaN,NaN,NaN,NaN,5
+112,1000000,-17.859375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+112,2000000,-20.65625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+112,3000000,-21.421875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+112,4000000,-22.3125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+112,5000000,-21.609375,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+112,6000000,-20.96875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+112,7000000,-23.828125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+112,8000000,-23.546875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+112,9000000,-23.03125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+112,10000000,-21.125,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,,,,151.0,5
+113,1000000,-23.53125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+113,2000000,-23.609375,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+113,3000000,-23.953125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+113,4000000,-23.453125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+113,5000000,-23.890625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+113,6000000,-23.125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+113,7000000,-23.890625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+113,8000000,-23.90625,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+113,9000000,-23.203125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+113,10000000,-23.828125,16,True,766830,0.84434171,0.00346666,25379,0.05814339,False,0.54791911,0.74223618,0.00067217,,5
+114,1000000,-23.40625,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
+114,2000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
+114,3000000,-23.546875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
+114,4000000,-23.484375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
+114,5000000,-23.828125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
+114,6000000,-23.921875,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
+114,7000000,-23.328125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
+114,8000000,-23.0,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
+114,9000000,-23.203125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
+114,10000000,-23.03125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
 115,1000000,-23.96875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
 115,2000000,-23.9375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
 115,3000000,-23.5,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
@@ -24199,26 +24199,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 115,8000000,-23.609375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
 115,9000000,-23.390625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
 115,10000000,-23.4375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
-116,1000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,2000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,3000000,-23.953125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,4000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,5000000,-23.953125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,6000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,7000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,8000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,9000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,10000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-117,1000000,-23.53125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
-117,2000000,-23.375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
-117,3000000,-23.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
-117,4000000,-23.46875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
-117,5000000,-23.1875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
-117,6000000,-23.46875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
-117,7000000,-23.84375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
-117,8000000,-23.859375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
-117,9000000,-23.890625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
-117,10000000,-23.96875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,NaN,NaN,NaN,NaN,5
+116,1000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+116,2000000,-23.96875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+116,3000000,-23.953125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+116,4000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+116,5000000,-23.953125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+116,6000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+116,7000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+116,8000000,-23.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+116,9000000,-23.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+116,10000000,-23.890625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,,,,,5
+117,1000000,-23.53125,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
+117,2000000,-23.375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
+117,3000000,-23.515625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
+117,4000000,-23.46875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
+117,5000000,-23.1875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
+117,6000000,-23.46875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
+117,7000000,-23.84375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
+117,8000000,-23.859375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
+117,9000000,-23.890625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
+117,10000000,-23.96875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,5
 118,1000000,-20.125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
 118,2000000,-20.515625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
 118,3000000,-19.96875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
@@ -24229,56 +24229,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 118,8000000,-18.546875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
 118,9000000,-18.96875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
 118,10000000,-18.75,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
-119,1000000,-22.6875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-119,2000000,-22.78125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-119,3000000,-23.984375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-119,4000000,-23.140625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-119,5000000,-22.546875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-119,6000000,-22.4375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-119,7000000,-23.34375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-119,8000000,-23.5625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-119,9000000,-23.5,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-119,10000000,-23.3125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,5
-120,1000000,-21.40625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-120,2000000,-23.8125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-120,3000000,-23.265625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-120,4000000,-21.65625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-120,5000000,-21.1875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-120,6000000,-19.9375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-120,7000000,-23.9375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-120,8000000,-22.421875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-120,9000000,-21.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-120,10000000,-21.109375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,NaN,5
-121,1000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-121,2000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-121,3000000,-23.15625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-121,4000000,-23.90625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-121,5000000,-23.4375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-121,6000000,-22.484375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-121,7000000,-23.421875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-121,8000000,-23.4375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-121,9000000,-23.34375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-121,10000000,-23.453125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,NaN,NaN,NaN,1635.0,5
-122,1000000,-21.96875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-122,2000000,-23.890625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-122,3000000,-23.59375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-122,4000000,-23.578125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-122,5000000,-23.84375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-122,6000000,-23.9375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-122,7000000,-23.390625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-122,8000000,-22.921875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-122,9000000,-23.34375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-122,10000000,-23.9375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,NaN,NaN,NaN,NaN,5
-123,1000000,-16.90625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
-123,2000000,-14.734375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
-123,3000000,-15.734375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
-123,4000000,-17.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
-123,5000000,-19.078125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
-123,6000000,-18.703125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
-123,7000000,-18.640625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
-123,8000000,-19.65625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
-123,9000000,-19.609375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
-123,10000000,-18.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,NaN,5
+119,1000000,-22.6875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+119,2000000,-22.78125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+119,3000000,-23.984375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+119,4000000,-23.140625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+119,5000000,-22.546875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+119,6000000,-22.4375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+119,7000000,-23.34375,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+119,8000000,-23.5625,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+119,9000000,-23.5,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+119,10000000,-23.3125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,,,,,5
+120,1000000,-21.40625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+120,2000000,-23.8125,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+120,3000000,-23.265625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+120,4000000,-21.65625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+120,5000000,-21.1875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+120,6000000,-19.9375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+120,7000000,-23.9375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+120,8000000,-22.421875,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+120,9000000,-21.015625,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+120,10000000,-21.109375,32,True,397631,0.85220077,2.657e-05,4325,0.18167179,False,0.61912366,0.79457392,0.00022008,,5
+121,1000000,-23.578125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+121,2000000,-23.921875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+121,3000000,-23.15625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+121,4000000,-23.90625,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+121,5000000,-23.4375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+121,6000000,-22.484375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+121,7000000,-23.421875,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+121,8000000,-23.4375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+121,9000000,-23.34375,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+121,10000000,-23.453125,64,False,272297,0.80377268,0.00042946,18101,0.18759496,True,,,,1635.0,5
+122,1000000,-21.96875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+122,2000000,-23.890625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+122,3000000,-23.59375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+122,4000000,-23.578125,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+122,5000000,-23.84375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+122,6000000,-23.9375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+122,7000000,-23.390625,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+122,8000000,-22.921875,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+122,9000000,-23.34375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+122,10000000,-23.9375,64,False,320530,0.5982255,0.00227844,27784,0.0042343,False,,,,,5
+123,1000000,-16.90625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
+123,2000000,-14.734375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
+123,3000000,-15.734375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
+123,4000000,-17.59375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
+123,5000000,-19.078125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
+123,6000000,-18.703125,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
+123,7000000,-18.640625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
+123,8000000,-19.65625,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
+123,9000000,-19.609375,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
+123,10000000,-18.71875,32,True,713187,0.91523817,1.95e-06,10274,0.00857089,False,0.67049713,0.96455842,1.337e-05,,5
 124,1000000,-15.671875,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,5
 124,2000000,-19.453125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,5
 124,3000000,-16.640625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,5
@@ -24289,136 +24289,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,-19.109375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,5
 124,9000000,-20.0625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,5
 124,10000000,-20.28125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,5
-125,1000000,-23.578125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-125,2000000,-23.890625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-125,3000000,-23.609375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-125,4000000,-23.78125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-125,5000000,-23.515625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-125,6000000,-23.671875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-125,7000000,-23.5625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-125,8000000,-23.59375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-125,9000000,-23.5625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-125,10000000,-23.453125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,NaN,NaN,NaN,NaN,5
-126,1000000,-23.921875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-126,2000000,-23.828125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-126,3000000,-23.5625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-126,4000000,-23.640625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-126,5000000,-23.609375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-126,6000000,-23.5,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-126,7000000,-23.5,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-126,8000000,-23.5625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-126,9000000,-23.59375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-126,10000000,-23.734375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,NaN,NaN,NaN,NaN,5
-127,1000000,-23.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-127,2000000,-22.75,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-127,3000000,-21.125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-127,4000000,-23.46875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-127,5000000,-21.796875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-127,6000000,-22.53125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-127,7000000,-22.875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-127,8000000,-23.359375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-127,9000000,-23.25,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-127,10000000,-23.53125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,NaN,NaN,NaN,NaN,5
-128,1000000,-23.0,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-128,2000000,-23.796875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-128,3000000,-23.640625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-128,4000000,-23.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-128,5000000,-23.375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-128,6000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-128,7000000,-23.59375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-128,8000000,-22.8125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-128,9000000,-23.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-128,10000000,-23.34375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,NaN,NaN,NaN,1173.0,5
-129,1000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-129,2000000,-23.875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-129,3000000,-23.796875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-129,4000000,-22.96875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-129,5000000,-23.265625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-129,6000000,-23.609375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-129,7000000,-23.703125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-129,8000000,-23.75,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-129,9000000,-23.734375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-129,10000000,-23.453125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,NaN,NaN,NaN,NaN,5
-130,1000000,-23.046875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-130,2000000,-23.078125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-130,3000000,-21.890625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-130,4000000,-23.28125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-130,5000000,-22.484375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-130,6000000,-21.75,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-130,7000000,-23.390625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-130,8000000,-23.140625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-130,9000000,-23.546875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-130,10000000,-23.75,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,NaN,NaN,NaN,1445.0,5
-131,1000000,-23.96875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-131,2000000,-23.03125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-131,3000000,-23.640625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-131,4000000,-21.359375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-131,5000000,-21.09375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-131,6000000,-22.59375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-131,7000000,-22.953125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-131,8000000,-22.0625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-131,9000000,-21.515625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-131,10000000,-22.21875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,NaN,5
-132,1000000,-23.0625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-132,2000000,-23.609375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-132,3000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-132,4000000,-23.5625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-132,5000000,-23.609375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-132,6000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-132,7000000,-23.65625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-132,8000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-132,9000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-132,10000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,NaN,NaN,NaN,NaN,5
-133,1000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-133,2000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-133,3000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-133,4000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-133,5000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-133,6000000,-23.984375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-133,7000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-133,8000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-133,9000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-133,10000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,NaN,NaN,NaN,NaN,5
-134,1000000,-22.359375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-134,2000000,-23.359375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-134,3000000,-22.359375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-134,4000000,-22.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-134,5000000,-21.828125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-134,6000000,-23.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-134,7000000,-19.578125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-134,8000000,-21.046875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-134,9000000,-19.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-134,10000000,-22.375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,NaN,NaN,NaN,NaN,5
-135,1000000,-23.375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-135,2000000,-23.5625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-135,3000000,-23.265625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-135,4000000,-23.265625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-135,5000000,-22.84375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-135,6000000,-23.078125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-135,7000000,-23.25,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-135,8000000,-23.796875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-135,9000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-135,10000000,-23.734375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,NaN,5
-136,1000000,-23.453125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-136,2000000,-23.515625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-136,3000000,-23.203125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-136,4000000,-23.171875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-136,5000000,-23.4375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-136,6000000,-22.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-136,7000000,-23.296875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-136,8000000,-23.375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-136,9000000,-23.0625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-136,10000000,-23.203125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,NaN,5
-137,1000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
-137,2000000,-23.484375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
-137,3000000,-23.203125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
-137,4000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
-137,5000000,-23.875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
-137,6000000,-23.953125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
-137,7000000,-23.984375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
-137,8000000,-22.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
-137,9000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
-137,10000000,-23.421875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,NaN,NaN,NaN,941.0,5
+125,1000000,-23.578125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+125,2000000,-23.890625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+125,3000000,-23.609375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+125,4000000,-23.78125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+125,5000000,-23.515625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+125,6000000,-23.671875,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+125,7000000,-23.5625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+125,8000000,-23.59375,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+125,9000000,-23.5625,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+125,10000000,-23.453125,32,False,222621,0.74697263,0.04447272,22204,0.15981772,False,,,,,5
+126,1000000,-23.921875,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+126,2000000,-23.828125,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+126,3000000,-23.5625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+126,4000000,-23.640625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+126,5000000,-23.609375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+126,6000000,-23.5,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+126,7000000,-23.5,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+126,8000000,-23.5625,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+126,9000000,-23.59375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+126,10000000,-23.734375,32,False,772165,0.70654306,0.00355052,26098,0.06413478,False,,,,,5
+127,1000000,-23.921875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+127,2000000,-22.75,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+127,3000000,-21.125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+127,4000000,-23.46875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+127,5000000,-21.796875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+127,6000000,-22.53125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+127,7000000,-22.875,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+127,8000000,-23.359375,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+127,9000000,-23.25,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+127,10000000,-23.53125,64,False,151219,0.77914171,0.00013864,30329,0.02191384,False,,,,,5
+128,1000000,-23.0,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+128,2000000,-23.796875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+128,3000000,-23.640625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+128,4000000,-23.921875,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+128,5000000,-23.375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+128,6000000,-23.359375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+128,7000000,-23.59375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+128,8000000,-22.8125,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+128,9000000,-23.65625,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+128,10000000,-23.34375,64,False,800071,0.65546519,0.00031058,23302,0.02854893,True,,,,1173.0,5
+129,1000000,-23.9375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+129,2000000,-23.875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+129,3000000,-23.796875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+129,4000000,-22.96875,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+129,5000000,-23.265625,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+129,6000000,-23.609375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+129,7000000,-23.703125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+129,8000000,-23.75,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+129,9000000,-23.734375,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+129,10000000,-23.453125,32,False,805079,0.99917744,0.01724005,14180,0.02637228,False,,,,,5
+130,1000000,-23.046875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+130,2000000,-23.078125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+130,3000000,-21.890625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+130,4000000,-23.28125,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+130,5000000,-22.484375,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+130,6000000,-21.75,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+130,7000000,-23.390625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+130,8000000,-23.140625,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+130,9000000,-23.546875,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+130,10000000,-23.75,32,False,43435,0.75724017,0.00054243,11820,0.01465077,True,,,,1445.0,5
+131,1000000,-23.96875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+131,2000000,-23.03125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+131,3000000,-23.640625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+131,4000000,-21.359375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+131,5000000,-21.09375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+131,6000000,-22.59375,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+131,7000000,-22.953125,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+131,8000000,-22.0625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+131,9000000,-21.515625,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+131,10000000,-22.21875,16,True,20695,0.52043743,1.946e-05,24523,0.12603445,False,0.77123024,0.85800179,7.608e-05,,5
+132,1000000,-23.0625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+132,2000000,-23.609375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+132,3000000,-23.515625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+132,4000000,-23.5625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+132,5000000,-23.609375,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+132,6000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+132,7000000,-23.65625,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+132,8000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+132,9000000,-23.53125,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+132,10000000,-23.5,64,False,588579,0.51713352,0.09831797,5200,0.14832909,False,,,,,5
+133,1000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+133,2000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+133,3000000,-23.9375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+133,4000000,-23.921875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+133,5000000,-23.90625,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+133,6000000,-23.984375,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+133,7000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+133,8000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+133,9000000,-23.96875,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+133,10000000,-23.953125,32,False,915495,0.57329187,0.03943256,14091,0.06174813,False,,,,,5
+134,1000000,-22.359375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+134,2000000,-23.359375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+134,3000000,-22.359375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+134,4000000,-22.953125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+134,5000000,-21.828125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+134,6000000,-23.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+134,7000000,-19.578125,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+134,8000000,-21.046875,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+134,9000000,-19.390625,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+134,10000000,-22.375,32,False,684822,0.70866657,8.229e-05,13503,0.11835265,False,,,,,5
+135,1000000,-23.375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+135,2000000,-23.5625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+135,3000000,-23.265625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+135,4000000,-23.265625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+135,5000000,-22.84375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+135,6000000,-23.078125,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+135,7000000,-23.25,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+135,8000000,-23.796875,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+135,9000000,-23.890625,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+135,10000000,-23.734375,16,True,507037,0.81473061,0.00457837,29280,0.1978286,False,0.84691087,0.78025846,1.7e-06,,5
+136,1000000,-23.453125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+136,2000000,-23.515625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+136,3000000,-23.203125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+136,4000000,-23.171875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+136,5000000,-23.4375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+136,6000000,-22.90625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+136,7000000,-23.296875,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+136,8000000,-23.375,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+136,9000000,-23.0625,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+136,10000000,-23.203125,16,True,274476,0.73104876,0.0015553,4254,0.13492902,False,0.19345979,0.420974,1.202e-05,,5
+137,1000000,-23.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
+137,2000000,-23.484375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
+137,3000000,-23.203125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
+137,4000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
+137,5000000,-23.875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
+137,6000000,-23.953125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
+137,7000000,-23.984375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
+137,8000000,-22.9375,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
+137,9000000,-23.90625,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
+137,10000000,-23.421875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,5
 138,1000000,-21.078125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,5
 138,2000000,-20.1875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,5
 138,3000000,-22.9375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,5
@@ -24429,56 +24429,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,-20.953125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,5
 138,9000000,-22.203125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,5
 138,10000000,-20.890625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,5
-139,1000000,-22.8125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-139,2000000,-23.328125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-139,3000000,-23.28125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-139,4000000,-22.96875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-139,5000000,-21.84375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-139,6000000,-23.90625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-139,7000000,-22.09375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-139,8000000,-22.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-139,9000000,-23.40625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-139,10000000,-23.5,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,5
-140,1000000,-18.90625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-140,2000000,-21.078125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-140,3000000,-19.65625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-140,4000000,-18.578125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-140,5000000,-17.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-140,6000000,-17.28125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-140,7000000,-16.859375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-140,8000000,-17.046875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-140,9000000,-12.859375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-140,10000000,-13.671875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,NaN,NaN,NaN,NaN,5
-141,1000000,-18.109375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-141,2000000,-17.5625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-141,3000000,-16.96875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-141,4000000,-17.796875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-141,5000000,-18.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-141,6000000,-18.265625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-141,7000000,-18.3125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-141,8000000,-16.96875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-141,9000000,-18.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-141,10000000,-17.140625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,NaN,5
-142,1000000,-16.375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-142,2000000,-20.03125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-142,3000000,-19.296875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-142,4000000,-18.703125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-142,5000000,-18.09375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-142,6000000,-17.78125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-142,7000000,-15.828125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-142,8000000,-15.25,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-142,9000000,-15.765625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-142,10000000,-14.796875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,NaN,NaN,NaN,409.0,5
-143,1000000,-23.671875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
-143,2000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
-143,3000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
-143,4000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
-143,5000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
-143,6000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
-143,7000000,-23.765625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
-143,8000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
-143,9000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
-143,10000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,NaN,NaN,NaN,334.0,5
+139,1000000,-22.8125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+139,2000000,-23.328125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+139,3000000,-23.28125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+139,4000000,-22.96875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+139,5000000,-21.84375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+139,6000000,-23.90625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+139,7000000,-22.09375,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+139,8000000,-22.421875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+139,9000000,-23.40625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+139,10000000,-23.5,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,,5
+140,1000000,-18.90625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+140,2000000,-21.078125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+140,3000000,-19.65625,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+140,4000000,-18.578125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+140,5000000,-17.96875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+140,6000000,-17.28125,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+140,7000000,-16.859375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+140,8000000,-17.046875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+140,9000000,-12.859375,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+140,10000000,-13.671875,64,False,852840,0.51638795,1.663e-05,11788,0.03855771,False,,,,,5
+141,1000000,-18.109375,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+141,2000000,-17.5625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+141,3000000,-16.96875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+141,4000000,-17.796875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+141,5000000,-18.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+141,6000000,-18.265625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+141,7000000,-18.3125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+141,8000000,-16.96875,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+141,9000000,-18.03125,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+141,10000000,-17.140625,64,True,164038,0.8481096,3.53e-06,18986,0.08462647,False,0.90166849,0.7721728,0.00025047,,5
+142,1000000,-16.375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+142,2000000,-20.03125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+142,3000000,-19.296875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+142,4000000,-18.703125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+142,5000000,-18.09375,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+142,6000000,-17.78125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+142,7000000,-15.828125,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+142,8000000,-15.25,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+142,9000000,-15.765625,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+142,10000000,-14.796875,16,False,416551,0.61562748,3.462e-05,31036,0.059542,True,,,,409.0,5
+143,1000000,-23.671875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,2000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,3000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,4000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,5000000,-23.90625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,6000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,7000000,-23.765625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,8000000,-23.9375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,9000000,-23.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,10000000,-23.4375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
 144,1000000,-18.9375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
 144,2000000,-21.328125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
 144,3000000,-19.0625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
@@ -24489,36 +24489,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 144,8000000,-23.453125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
 144,9000000,-23.296875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
 144,10000000,-23.890625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
-145,1000000,-23.515625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,2000000,-23.828125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,3000000,-23.53125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,4000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,5000000,-23.359375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,6000000,-23.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,7000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,8000000,-23.859375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,9000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,10000000,-23.34375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-146,1000000,-23.3125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-146,2000000,-23.5625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-146,3000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-146,4000000,-23.375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-146,5000000,-23.390625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-146,6000000,-23.1875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-146,7000000,-23.515625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-146,8000000,-23.578125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-146,9000000,-23.390625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-146,10000000,-23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
-147,1000000,-23.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
-147,2000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
-147,3000000,-23.9375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
-147,4000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
-147,5000000,-23.484375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
-147,6000000,-23.546875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
-147,7000000,-23.484375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
-147,8000000,-23.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
-147,9000000,-21.234375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
-147,10000000,-22.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,5
+145,1000000,-23.515625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+145,2000000,-23.828125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+145,3000000,-23.53125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+145,4000000,-23.890625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+145,5000000,-23.359375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+145,6000000,-23.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+145,7000000,-23.953125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+145,8000000,-23.859375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+145,9000000,-23.921875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+145,10000000,-23.34375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,5
+146,1000000,-23.3125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+146,2000000,-23.5625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+146,3000000,-23.421875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+146,4000000,-23.375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+146,5000000,-23.390625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+146,6000000,-23.1875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+146,7000000,-23.515625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+146,8000000,-23.578125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+146,9000000,-23.390625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+146,10000000,-23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,5
+147,1000000,-23.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,2000000,-23.921875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,3000000,-23.9375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,4000000,-23.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,5000000,-23.484375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,6000000,-23.546875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,7000000,-23.484375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,8000000,-23.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,9000000,-21.234375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,10000000,-22.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
 148,1000000,-20.921875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
 148,2000000,-22.875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
 148,3000000,-21.53125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
@@ -24529,16 +24529,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 148,8000000,-21.984375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
 148,9000000,-22.0625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
 148,10000000,-23.0625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
-149,1000000,-19.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,2000000,-16.203125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,3000000,-17.796875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,4000000,-18.234375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,5000000,-18.421875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,6000000,-17.734375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,7000000,-18.078125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,8000000,-18.140625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,9000000,-17.796875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,10000000,-17.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
+149,1000000,-19.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,2000000,-16.203125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,3000000,-17.796875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,4000000,-18.234375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,5000000,-18.421875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,6000000,-17.734375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,7000000,-18.078125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,8000000,-18.140625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,9000000,-17.796875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,10000000,-17.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
 150,1000000,-17.359375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
 150,2000000,-18.203125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
 150,3000000,-18.375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
@@ -24549,26 +24549,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 150,8000000,-18.03125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
 150,9000000,-17.5625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
 150,10000000,-16.5625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
-151,1000000,-23.375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,2000000,-22.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,3000000,-23.671875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,4000000,-24.0,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,5000000,-23.96875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,6000000,-23.421875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,7000000,-23.859375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,8000000,-23.4375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,9000000,-23.984375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,10000000,-23.359375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-152,1000000,-17.328125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,2000000,-17.75,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,3000000,-18.15625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,4000000,-18.859375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,5000000,-17.875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,6000000,-18.890625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,7000000,-17.203125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,8000000,-18.8125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,9000000,-18.578125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,10000000,-17.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
+151,1000000,-23.375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+151,2000000,-22.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+151,3000000,-23.671875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+151,4000000,-24.0,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+151,5000000,-23.96875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+151,6000000,-23.421875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+151,7000000,-23.859375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+151,8000000,-23.4375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+151,9000000,-23.984375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+151,10000000,-23.359375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,5
+152,1000000,-17.328125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
+152,2000000,-17.75,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
+152,3000000,-18.15625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
+152,4000000,-18.859375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
+152,5000000,-17.875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
+152,6000000,-18.890625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
+152,7000000,-17.203125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
+152,8000000,-18.8125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
+152,9000000,-18.578125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
+152,10000000,-17.953125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,5
 153,1000000,-23.109375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,5
 153,2000000,-22.875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,5
 153,3000000,-22.703125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,5
@@ -24589,16 +24589,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,-14.640625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,5
 154,9000000,-18.9375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,5
 154,10000000,-17.328125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,5
-155,1000000,-21.328125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
-155,2000000,-20.640625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
-155,3000000,-21.28125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
-155,4000000,-20.96875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
-155,5000000,-19.890625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
-155,6000000,-18.515625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
-155,7000000,-18.84375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
-155,8000000,-17.21875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
-155,9000000,-19.5,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
-155,10000000,-20.546875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,5
+155,1000000,-21.328125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
+155,2000000,-20.640625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
+155,3000000,-21.28125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
+155,4000000,-20.96875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
+155,5000000,-19.890625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
+155,6000000,-18.515625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
+155,7000000,-18.84375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
+155,8000000,-17.21875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
+155,9000000,-19.5,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
+155,10000000,-20.546875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,5
 156,1000000,-18.46875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
 156,2000000,-18.8125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
 156,3000000,-18.6875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
@@ -24609,106 +24609,106 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 156,8000000,-18.09375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
 156,9000000,-17.609375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
 156,10000000,-17.96875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
-157,1000000,-22.734375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-157,2000000,-20.296875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-157,3000000,-21.734375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-157,4000000,-22.0,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-157,5000000,-20.875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-157,6000000,-20.390625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-157,7000000,-20.796875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-157,8000000,-20.921875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-157,9000000,-22.375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-157,10000000,-21.75,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,5
-158,1000000,-23.4375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-158,2000000,-23.625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-158,3000000,-23.890625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-158,4000000,-23.390625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-158,5000000,-23.578125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-158,6000000,-23.046875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-158,7000000,-23.5,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-158,8000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-158,9000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-158,10000000,-23.53125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,5
-159,1000000,-15.9375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-159,2000000,-17.84375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-159,3000000,-17.609375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-159,4000000,-17.96875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-159,5000000,-18.09375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-159,6000000,-16.453125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-159,7000000,-14.640625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-159,8000000,-14.0,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-159,9000000,-16.21875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-159,10000000,-13.296875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,NaN,NaN,NaN,260.0,5
-160,1000000,-23.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-160,2000000,-23.640625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-160,3000000,-23.734375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-160,4000000,-23.765625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-160,5000000,-23.796875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-160,6000000,-23.859375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-160,7000000,-23.6875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-160,8000000,-23.765625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-160,9000000,-23.796875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-160,10000000,-23.828125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,NaN,NaN,NaN,NaN,5
-161,1000000,-19.390625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-161,2000000,-19.234375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-161,3000000,-17.9375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-161,4000000,-17.84375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-161,5000000,-16.25,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-161,6000000,-17.28125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-161,7000000,-17.734375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-161,8000000,-17.8125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-161,9000000,-18.125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-161,10000000,-16.953125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,NaN,NaN,NaN,1460.0,5
-162,1000000,-23.625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-162,2000000,-23.171875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-162,3000000,-22.171875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-162,4000000,-22.765625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-162,5000000,-20.359375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-162,6000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-162,7000000,-22.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-162,8000000,-23.59375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-162,9000000,-23.546875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-162,10000000,-23.46875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,NaN,5
-163,1000000,-19.65625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-163,2000000,-18.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-163,3000000,-16.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-163,4000000,-17.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-163,5000000,-14.453125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-163,6000000,-17.15625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-163,7000000,-14.96875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-163,8000000,-16.796875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-163,9000000,-15.3125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-163,10000000,-18.53125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,NaN,NaN,NaN,325.0,5
-164,1000000,-23.515625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-164,2000000,-23.140625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-164,3000000,-23.75,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-164,4000000,-22.078125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-164,5000000,-23.859375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-164,6000000,-23.546875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-164,7000000,-21.828125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-164,8000000,-21.6875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-164,9000000,-22.1875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-164,10000000,-23.390625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,NaN,5
-165,1000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-165,2000000,-23.84375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-165,3000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-165,4000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-165,5000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-165,6000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-165,7000000,-23.921875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-165,8000000,-22.984375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-165,9000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-165,10000000,-23.390625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,NaN,NaN,NaN,1751.0,5
-166,1000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
-166,2000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
-166,3000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
-166,4000000,-23.546875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
-166,5000000,-23.765625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
-166,6000000,-23.515625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
-166,7000000,-23.78125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
-166,8000000,-23.75,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
-166,9000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
-166,10000000,-23.578125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,NaN,NaN,NaN,NaN,5
+157,1000000,-22.734375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+157,2000000,-20.296875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+157,3000000,-21.734375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+157,4000000,-22.0,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+157,5000000,-20.875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+157,6000000,-20.390625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+157,7000000,-20.796875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+157,8000000,-20.921875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+157,9000000,-22.375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+157,10000000,-21.75,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,,5
+158,1000000,-23.4375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+158,2000000,-23.625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+158,3000000,-23.890625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+158,4000000,-23.390625,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+158,5000000,-23.578125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+158,6000000,-23.046875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+158,7000000,-23.5,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+158,8000000,-23.484375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+158,9000000,-23.9375,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+158,10000000,-23.53125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,,,,1235.0,5
+159,1000000,-15.9375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+159,2000000,-17.84375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+159,3000000,-17.609375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+159,4000000,-17.96875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+159,5000000,-18.09375,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+159,6000000,-16.453125,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+159,7000000,-14.640625,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+159,8000000,-14.0,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+159,9000000,-16.21875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+159,10000000,-13.296875,64,False,69290,0.7504141,2.707e-05,10076,0.07182958,True,,,,260.0,5
+160,1000000,-23.546875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+160,2000000,-23.640625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+160,3000000,-23.734375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+160,4000000,-23.765625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+160,5000000,-23.796875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+160,6000000,-23.859375,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+160,7000000,-23.6875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+160,8000000,-23.765625,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+160,9000000,-23.796875,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+160,10000000,-23.828125,16,False,186963,0.504624,0.04352767,18075,0.01939719,False,,,,,5
+161,1000000,-19.390625,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+161,2000000,-19.234375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+161,3000000,-17.9375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+161,4000000,-17.84375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+161,5000000,-16.25,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+161,6000000,-17.28125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+161,7000000,-17.734375,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+161,8000000,-17.8125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+161,9000000,-18.125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+161,10000000,-16.953125,32,False,148911,0.91199505,1.19e-06,15543,0.12923503,True,,,,1460.0,5
+162,1000000,-23.625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+162,2000000,-23.171875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+162,3000000,-22.171875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+162,4000000,-22.765625,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+162,5000000,-20.359375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+162,6000000,-23.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+162,7000000,-22.9375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+162,8000000,-23.59375,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+162,9000000,-23.546875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+162,10000000,-23.46875,32,True,7221,0.50464223,0.00045757,30952,0.12921543,False,0.49892683,0.58607005,3.2e-07,,5
+163,1000000,-19.65625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+163,2000000,-18.421875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+163,3000000,-16.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+163,4000000,-17.078125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+163,5000000,-14.453125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+163,6000000,-17.15625,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+163,7000000,-14.96875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+163,8000000,-16.796875,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+163,9000000,-15.3125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+163,10000000,-18.53125,64,False,298442,0.61350889,4.22e-06,31632,0.15639615,True,,,,325.0,5
+164,1000000,-23.515625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+164,2000000,-23.140625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+164,3000000,-23.75,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+164,4000000,-22.078125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+164,5000000,-23.859375,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+164,6000000,-23.546875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+164,7000000,-21.828125,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+164,8000000,-21.6875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+164,9000000,-22.1875,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+164,10000000,-23.390625,64,True,941500,0.53780534,0.00020138,5138,0.00195269,False,0.12275516,0.72480429,6.201e-05,,5
+165,1000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+165,2000000,-23.84375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+165,3000000,-23.46875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+165,4000000,-23.953125,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+165,5000000,-23.890625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+165,6000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+165,7000000,-23.921875,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+165,8000000,-22.984375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+165,9000000,-23.9375,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+165,10000000,-23.390625,64,False,298689,0.85461688,0.00456721,11887,0.07574212,True,,,,1751.0,5
+166,1000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
+166,2000000,-23.421875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
+166,3000000,-23.953125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
+166,4000000,-23.546875,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
+166,5000000,-23.765625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
+166,6000000,-23.515625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
+166,7000000,-23.78125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
+166,8000000,-23.75,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
+166,9000000,-23.390625,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
+166,10000000,-23.578125,16,False,415038,0.89564078,0.00403637,16265,0.12912894,False,,,,,5
 167,1000000,-19.265625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,5
 167,2000000,-18.546875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,5
 167,3000000,-18.03125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,5
@@ -24719,26 +24719,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,-16.328125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,5
 167,9000000,-16.609375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,5
 167,10000000,-16.34375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,5
-168,1000000,-19.515625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-168,2000000,-19.0,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-168,3000000,-17.90625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-168,4000000,-18.453125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-168,5000000,-18.234375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-168,6000000,-18.328125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-168,7000000,-18.453125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-168,8000000,-18.21875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-168,9000000,-19.015625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-168,10000000,-18.71875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,5
-169,1000000,-15.96875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
-169,2000000,-18.484375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
-169,3000000,-17.515625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
-169,4000000,-14.875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
-169,5000000,-15.59375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
-169,6000000,-17.125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
-169,7000000,-14.015625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
-169,8000000,-18.328125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
-169,9000000,-15.984375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
-169,10000000,-16.390625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,NaN,5
+168,1000000,-19.515625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+168,2000000,-19.0,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+168,3000000,-17.90625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+168,4000000,-18.453125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+168,5000000,-18.234375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+168,6000000,-18.328125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+168,7000000,-18.453125,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+168,8000000,-18.21875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+168,9000000,-19.015625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+168,10000000,-18.71875,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,,,,,5
+169,1000000,-15.96875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
+169,2000000,-18.484375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
+169,3000000,-17.515625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
+169,4000000,-14.875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
+169,5000000,-15.59375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
+169,6000000,-17.125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
+169,7000000,-14.015625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
+169,8000000,-18.328125,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
+169,9000000,-15.984375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
+169,10000000,-16.390625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,5
 170,1000000,-20.6875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,5
 170,2000000,-20.953125,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,5
 170,3000000,-21.59375,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,5
@@ -24759,26 +24759,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 171,8000000,-15.328125,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,5
 171,9000000,-12.78125,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,5
 171,10000000,-13.625,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,5
-172,1000000,-23.484375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,2000000,-23.515625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,3000000,-23.890625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,4000000,-23.53125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,5000000,-23.375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,6000000,-23.21875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,7000000,-23.3125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,8000000,-23.8125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,9000000,-23.78125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,10000000,-23.84375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-173,1000000,-23.875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
-173,2000000,-23.953125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
-173,3000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
-173,4000000,-23.265625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
-173,5000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
-173,6000000,-20.9375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
-173,7000000,-21.640625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
-173,8000000,-20.4375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
-173,9000000,-23.125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
-173,10000000,-23.953125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,5
+172,1000000,-23.484375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+172,2000000,-23.515625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+172,3000000,-23.890625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+172,4000000,-23.53125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+172,5000000,-23.375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+172,6000000,-23.21875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+172,7000000,-23.3125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+172,8000000,-23.8125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+172,9000000,-23.78125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+172,10000000,-23.84375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,,5
+173,1000000,-23.875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
+173,2000000,-23.953125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
+173,3000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
+173,4000000,-23.265625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
+173,5000000,-23.90625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
+173,6000000,-20.9375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
+173,7000000,-21.640625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
+173,8000000,-20.4375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
+173,9000000,-23.125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
+173,10000000,-23.953125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,5
 174,1000000,-19.3125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
 174,2000000,-22.21875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
 174,3000000,-20.296875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
@@ -24789,16 +24789,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 174,8000000,-19.75,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
 174,9000000,-19.5625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
 174,10000000,-19.625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
-175,1000000,-23.484375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
-175,2000000,-23.46875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
-175,3000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
-175,4000000,-23.390625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
-175,5000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
-175,6000000,-23.046875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
-175,7000000,-22.984375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
-175,8000000,-22.953125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
-175,9000000,-22.921875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
-175,10000000,-23.046875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,5
+175,1000000,-23.484375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
+175,2000000,-23.46875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
+175,3000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
+175,4000000,-23.390625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
+175,5000000,-23.375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
+175,6000000,-23.046875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
+175,7000000,-22.984375,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
+175,8000000,-22.953125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
+175,9000000,-22.921875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
+175,10000000,-23.046875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,,5
 176,1000000,-23.28125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
 176,2000000,-23.0,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
 176,3000000,-23.5625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
@@ -24809,16 +24809,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,-23.765625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
 176,9000000,-23.890625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
 176,10000000,-23.984375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
-177,1000000,-23.515625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
-177,2000000,-23.5,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
-177,3000000,-23.984375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
-177,4000000,-23.9375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
-177,5000000,-23.375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
-177,6000000,-23.546875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
-177,7000000,-23.546875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
-177,8000000,-23.375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
-177,9000000,-23.578125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
-177,10000000,-23.328125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,5
+177,1000000,-23.515625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
+177,2000000,-23.5,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
+177,3000000,-23.984375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
+177,4000000,-23.9375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
+177,5000000,-23.375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
+177,6000000,-23.546875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
+177,7000000,-23.546875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
+177,8000000,-23.375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
+177,9000000,-23.578125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
+177,10000000,-23.328125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,5
 178,1000000,-23.890625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,5
 178,2000000,-22.78125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,5
 178,3000000,-23.4375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,5
@@ -24829,166 +24829,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,-23.5,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,5
 178,9000000,-23.90625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,5
 178,10000000,-23.890625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,5
-179,1000000,-21.3125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-179,2000000,-21.578125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-179,3000000,-21.453125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-179,4000000,-22.640625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-179,5000000,-22.921875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-179,6000000,-22.203125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-179,7000000,-22.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-179,8000000,-21.65625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-179,9000000,-21.671875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-179,10000000,-23.765625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,5
-180,1000000,-23.59375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-180,2000000,-23.359375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-180,3000000,-23.78125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-180,4000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-180,5000000,-23.5625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-180,6000000,-23.46875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-180,7000000,-23.421875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-180,8000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-180,9000000,-23.546875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-180,10000000,-23.15625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,NaN,NaN,NaN,1085.0,5
-181,1000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-181,2000000,-23.53125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-181,3000000,-23.390625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-181,4000000,-23.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-181,5000000,-23.578125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-181,6000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-181,7000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-181,8000000,-23.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-181,9000000,-23.390625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-181,10000000,-23.1875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,NaN,NaN,NaN,NaN,5
-182,1000000,-23.890625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-182,2000000,-22.796875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-182,3000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-182,4000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-182,5000000,-23.453125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-182,6000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-182,7000000,-23.1875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-182,8000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-182,9000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-182,10000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,NaN,NaN,NaN,NaN,5
-183,1000000,-18.0625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-183,2000000,-17.265625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-183,3000000,-18.9375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-183,4000000,-19.15625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-183,5000000,-18.921875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-183,6000000,-19.1875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-183,7000000,-18.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-183,8000000,-16.21875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-183,9000000,-14.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-183,10000000,-17.859375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,NaN,NaN,NaN,NaN,5
-184,1000000,-23.765625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-184,2000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-184,3000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-184,4000000,-23.875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-184,5000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-184,6000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-184,7000000,-23.640625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-184,8000000,-23.453125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-184,9000000,-23.59375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-184,10000000,-23.515625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,NaN,NaN,NaN,1583.0,5
-185,1000000,-23.171875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-185,2000000,-23.375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-185,3000000,-23.171875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-185,4000000,-23.4375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-185,5000000,-22.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-185,6000000,-23.375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-185,7000000,-22.78125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-185,8000000,-22.796875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-185,9000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-185,10000000,-23.75,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,NaN,5
-186,1000000,-17.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-186,2000000,-16.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-186,3000000,-18.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-186,4000000,-18.625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-186,5000000,-14.96875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-186,6000000,-16.015625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-186,7000000,-18.078125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-186,8000000,-17.25,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-186,9000000,-20.265625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-186,10000000,-18.28125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,NaN,NaN,NaN,11.0,5
-187,1000000,-23.09375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-187,2000000,-21.703125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-187,3000000,-21.703125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-187,4000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-187,5000000,-22.78125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-187,6000000,-22.5,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-187,7000000,-22.34375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-187,8000000,-21.796875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-187,9000000,-21.59375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-187,10000000,-20.609375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,NaN,5
-188,1000000,-23.546875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-188,2000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-188,3000000,-23.5,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-188,4000000,-23.578125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-188,5000000,-23.890625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-188,6000000,-23.0625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-188,7000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-188,8000000,-23.890625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-188,9000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-188,10000000,-24.0,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,NaN,NaN,NaN,NaN,5
-189,1000000,-23.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-189,2000000,-23.859375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-189,3000000,-23.859375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-189,4000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-189,5000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-189,6000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-189,7000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-189,8000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-189,9000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-189,10000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,NaN,5
-190,1000000,-19.90625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-190,2000000,-22.25,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-190,3000000,-22.671875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-190,4000000,-22.46875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-190,5000000,-20.109375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-190,6000000,-20.1875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-190,7000000,-21.109375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-190,8000000,-19.65625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-190,9000000,-18.5625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-190,10000000,-19.84375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,NaN,NaN,NaN,NaN,5
-191,1000000,-23.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-191,2000000,-23.984375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-191,3000000,-23.984375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-191,4000000,-23.484375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-191,5000000,-23.8125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-191,6000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-191,7000000,-23.890625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-191,8000000,-23.875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-191,9000000,-23.109375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-191,10000000,-23.625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,NaN,NaN,NaN,NaN,5
-192,1000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-192,2000000,-23.875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-192,3000000,-23.828125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-192,4000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-192,5000000,-23.796875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-192,6000000,-23.890625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-192,7000000,-23.890625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-192,8000000,-23.84375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-192,9000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-192,10000000,-23.890625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,NaN,NaN,NaN,NaN,5
-193,1000000,-23.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-193,2000000,-23.625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-193,3000000,-23.65625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-193,4000000,-23.328125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-193,5000000,-23.5625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-193,6000000,-22.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-193,7000000,-22.78125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-193,8000000,-23.546875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-193,9000000,-23.265625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-193,10000000,-22.359375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,NaN,NaN,NaN,NaN,5
-194,1000000,-20.984375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
-194,2000000,-21.78125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
-194,3000000,-18.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
-194,4000000,-19.5625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
-194,5000000,-20.578125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
-194,6000000,-20.359375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
-194,7000000,-19.46875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
-194,8000000,-20.03125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
-194,9000000,-20.59375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
-194,10000000,-20.25,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,NaN,5
+179,1000000,-21.3125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+179,2000000,-21.578125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+179,3000000,-21.453125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+179,4000000,-22.640625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+179,5000000,-22.921875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+179,6000000,-22.203125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+179,7000000,-22.796875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+179,8000000,-21.65625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+179,9000000,-21.671875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+179,10000000,-23.765625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,,,,556.0,5
+180,1000000,-23.59375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+180,2000000,-23.359375,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+180,3000000,-23.78125,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+180,4000000,-23.515625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+180,5000000,-23.5625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+180,6000000,-23.46875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+180,7000000,-23.421875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+180,8000000,-23.96875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+180,9000000,-23.546875,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+180,10000000,-23.15625,16,False,569637,0.89451799,0.01415738,27782,0.08351419,True,,,,1085.0,5
+181,1000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+181,2000000,-23.53125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+181,3000000,-23.390625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+181,4000000,-23.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+181,5000000,-23.578125,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+181,6000000,-23.40625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+181,7000000,-23.515625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+181,8000000,-23.484375,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+181,9000000,-23.390625,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+181,10000000,-23.1875,32,False,14665,0.80609044,0.00415064,10195,0.19475466,False,,,,,5
+182,1000000,-23.890625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+182,2000000,-22.796875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+182,3000000,-23.375,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+182,4000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+182,5000000,-23.453125,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+182,6000000,-23.515625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+182,7000000,-23.1875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+182,8000000,-23.921875,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+182,9000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+182,10000000,-23.90625,64,False,539349,0.55729408,0.00050247,21083,0.19122655,False,,,,,5
+183,1000000,-18.0625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+183,2000000,-17.265625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+183,3000000,-18.9375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+183,4000000,-19.15625,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+183,5000000,-18.921875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+183,6000000,-19.1875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+183,7000000,-18.0,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+183,8000000,-16.21875,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+183,9000000,-14.28125,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+183,10000000,-17.859375,32,False,29251,0.5569041,3.24e-06,25052,0.06859055,False,,,,,5
+184,1000000,-23.765625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+184,2000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+184,3000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+184,4000000,-23.875,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+184,5000000,-23.984375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+184,6000000,-23.9375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+184,7000000,-23.640625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+184,8000000,-23.453125,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+184,9000000,-23.59375,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+184,10000000,-23.515625,64,False,614763,0.53392791,0.05768715,17787,0.16045341,True,,,,1583.0,5
+185,1000000,-23.171875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+185,2000000,-23.375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+185,3000000,-23.171875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+185,4000000,-23.4375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+185,5000000,-22.515625,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+185,6000000,-23.375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+185,7000000,-22.78125,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+185,8000000,-22.796875,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+185,9000000,-23.859375,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+185,10000000,-23.75,32,True,11598,0.98246397,0.06458271,7930,0.00922793,False,0.95189671,0.91129189,2.181e-05,,5
+186,1000000,-17.578125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+186,2000000,-16.109375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+186,3000000,-18.34375,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+186,4000000,-18.625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+186,5000000,-14.96875,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+186,6000000,-16.015625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+186,7000000,-18.078125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+186,8000000,-17.25,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+186,9000000,-20.265625,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+186,10000000,-18.28125,16,False,492304,0.56555811,1.746e-05,9810,0.02558579,True,,,,11.0,5
+187,1000000,-23.09375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+187,2000000,-21.703125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+187,3000000,-21.703125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+187,4000000,-22.734375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+187,5000000,-22.78125,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+187,6000000,-22.5,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+187,7000000,-22.34375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+187,8000000,-21.796875,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+187,9000000,-21.59375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+187,10000000,-20.609375,16,True,776979,0.98350276,8.666e-05,22822,0.19898548,False,0.63982765,0.08729411,1.96e-06,,5
+188,1000000,-23.546875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+188,2000000,-23.96875,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+188,3000000,-23.5,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+188,4000000,-23.578125,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+188,5000000,-23.890625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+188,6000000,-23.0625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+188,7000000,-23.90625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+188,8000000,-23.890625,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+188,9000000,-23.9375,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+188,10000000,-24.0,16,False,696635,0.68316219,0.00044246,18255,0.1430967,False,,,,,5
+189,1000000,-23.953125,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+189,2000000,-23.859375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+189,3000000,-23.859375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+189,4000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+189,5000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+189,6000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+189,7000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+189,8000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+189,9000000,-23.921875,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+189,10000000,-23.9375,16,True,334190,0.78615851,0.02980909,6620,0.05665608,False,0.4597909,0.45284966,0.00019184,,5
+190,1000000,-19.90625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+190,2000000,-22.25,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+190,3000000,-22.671875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+190,4000000,-22.46875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+190,5000000,-20.109375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+190,6000000,-20.1875,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+190,7000000,-21.109375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+190,8000000,-19.65625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+190,9000000,-18.5625,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+190,10000000,-19.84375,32,False,801263,0.75918321,2.962e-05,21279,0.11743671,False,,,,,5
+191,1000000,-23.859375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+191,2000000,-23.984375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+191,3000000,-23.984375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+191,4000000,-23.484375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+191,5000000,-23.8125,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+191,6000000,-23.921875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+191,7000000,-23.890625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+191,8000000,-23.875,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+191,9000000,-23.109375,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+191,10000000,-23.625,32,False,488957,0.99007952,0.00012973,11393,0.16451271,False,,,,,5
+192,1000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+192,2000000,-23.875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+192,3000000,-23.828125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+192,4000000,-23.953125,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+192,5000000,-23.796875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+192,6000000,-23.890625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+192,7000000,-23.890625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+192,8000000,-23.84375,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+192,9000000,-23.921875,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+192,10000000,-23.890625,16,False,897539,0.70944621,0.03577883,17008,0.12454747,False,,,,,5
+193,1000000,-23.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+193,2000000,-23.625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+193,3000000,-23.65625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+193,4000000,-23.328125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+193,5000000,-23.5625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+193,6000000,-22.96875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+193,7000000,-22.78125,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+193,8000000,-23.546875,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+193,9000000,-23.265625,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+193,10000000,-22.359375,64,False,479306,0.62197041,0.00408088,4604,0.19810021,False,,,,,5
+194,1000000,-20.984375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
+194,2000000,-21.78125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
+194,3000000,-18.859375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
+194,4000000,-19.5625,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
+194,5000000,-20.578125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
+194,6000000,-20.359375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
+194,7000000,-19.46875,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
+194,8000000,-20.03125,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
+194,9000000,-20.59375,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
+194,10000000,-20.25,64,True,501049,0.61727495,4.85e-05,7063,0.1981173,False,0.73548697,0.10726741,2.91e-06,,5
 195,1000000,-23.921875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,5
 195,2000000,-23.515625,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,5
 195,3000000,-23.296875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,5
@@ -25009,26 +25009,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 196,8000000,-23.515625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,5
 196,9000000,-23.875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,5
 196,10000000,-23.5625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,5
-197,1000000,-19.734375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,2000000,-19.21875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,3000000,-16.84375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,4000000,-18.859375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,5000000,-17.21875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,6000000,-13.890625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,7000000,-12.828125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,8000000,-13.953125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,9000000,-12.25,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,10000000,-12.40625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-198,1000000,-17.03125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
-198,2000000,-18.734375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
-198,3000000,-19.03125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
-198,4000000,-18.28125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
-198,5000000,-17.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
-198,6000000,-17.484375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
-198,7000000,-17.65625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
-198,8000000,-17.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
-198,9000000,-17.75,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
-198,10000000,-16.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,5
+197,1000000,-19.734375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+197,2000000,-19.21875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+197,3000000,-16.84375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+197,4000000,-18.859375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+197,5000000,-17.21875,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+197,6000000,-13.890625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+197,7000000,-12.828125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+197,8000000,-13.953125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+197,9000000,-12.25,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+197,10000000,-12.40625,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,,,,744.0,5
+198,1000000,-17.03125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
+198,2000000,-18.734375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
+198,3000000,-19.03125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
+198,4000000,-18.28125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
+198,5000000,-17.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
+198,6000000,-17.484375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
+198,7000000,-17.65625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
+198,8000000,-17.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
+198,9000000,-17.75,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
+198,10000000,-16.234375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,5
 199,1000000,-23.875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
 199,2000000,-23.4375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
 199,3000000,-23.984375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
@@ -25039,16 +25039,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 199,8000000,-23.96875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
 199,9000000,-23.96875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
 199,10000000,-23.96875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
-200,1000000,-23.59375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
-200,2000000,-23.09375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
-200,3000000,-22.796875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
-200,4000000,-23.484375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
-200,5000000,-22.546875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
-200,6000000,-23.609375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
-200,7000000,-23.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
-200,8000000,-23.84375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
-200,9000000,-23.765625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
-200,10000000,-23.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,5
+200,1000000,-23.59375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
+200,2000000,-23.09375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
+200,3000000,-22.796875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
+200,4000000,-23.484375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
+200,5000000,-22.546875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
+200,6000000,-23.609375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
+200,7000000,-23.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
+200,8000000,-23.84375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
+200,9000000,-23.765625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
+200,10000000,-23.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
 201,1000000,-15.328125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
 201,2000000,-18.234375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
 201,3000000,-16.625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
@@ -25059,26 +25059,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 201,8000000,-14.3125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
 201,9000000,-12.28125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
 201,10000000,-14.046875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
-202,1000000,-19.25,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,2000000,-18.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,3000000,-18.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,4000000,-19.21875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,5000000,-19.515625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,6000000,-18.65625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,7000000,-18.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,8000000,-18.625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,9000000,-18.515625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,10000000,-18.9375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-203,1000000,-19.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
-203,2000000,-18.75,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
-203,3000000,-17.40625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
-203,4000000,-18.546875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
-203,5000000,-16.015625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
-203,6000000,-15.4375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
-203,7000000,-18.84375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
-203,8000000,-18.609375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
-203,9000000,-20.359375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
-203,10000000,-17.65625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,5
+202,1000000,-19.25,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+202,2000000,-18.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+202,3000000,-18.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+202,4000000,-19.21875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+202,5000000,-19.515625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+202,6000000,-18.65625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+202,7000000,-18.828125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+202,8000000,-18.625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+202,9000000,-18.515625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+202,10000000,-18.9375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,,,,1818.0,5
+203,1000000,-19.90625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
+203,2000000,-18.75,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
+203,3000000,-17.40625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
+203,4000000,-18.546875,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
+203,5000000,-16.015625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
+203,6000000,-15.4375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
+203,7000000,-18.84375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
+203,8000000,-18.609375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
+203,9000000,-20.359375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
+203,10000000,-17.65625,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,5
 204,1000000,-23.296875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
 204,2000000,-23.703125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
 204,3000000,-23.90625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
@@ -25089,56 +25089,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 204,8000000,-23.5625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
 204,9000000,-23.359375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
 204,10000000,-23.484375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
-205,1000000,-23.484375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,2000000,-23.46875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,3000000,-23.3125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,4000000,-23.640625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,5000000,-23.4375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,6000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,7000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,8000000,-23.984375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,9000000,-23.578125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,10000000,-23.03125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-206,1000000,-18.390625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-206,2000000,-18.09375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-206,3000000,-17.375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-206,4000000,-18.015625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-206,5000000,-15.515625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-206,6000000,-18.4375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-206,7000000,-17.34375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-206,8000000,-17.015625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-206,9000000,-18.359375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-206,10000000,-16.171875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,5
-207,1000000,-23.515625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-207,2000000,-17.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-207,3000000,-18.25,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-207,4000000,-16.953125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-207,5000000,-18.21875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-207,6000000,-14.796875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-207,7000000,-14.140625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-207,8000000,-14.5625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-207,9000000,-16.640625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-207,10000000,-15.390625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
-208,1000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-208,2000000,-23.953125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-208,3000000,-23.546875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-208,4000000,-23.609375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-208,5000000,-23.296875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-208,6000000,-23.578125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-208,7000000,-23.453125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-208,8000000,-23.53125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-208,9000000,-23.5625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-208,10000000,-23.546875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,NaN,NaN,NaN,NaN,5
-209,1000000,-22.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
-209,2000000,-21.171875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
-209,3000000,-23.171875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
-209,4000000,-21.875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
-209,5000000,-19.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
-209,6000000,-20.28125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
-209,7000000,-20.125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
-209,8000000,-22.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
-209,9000000,-22.828125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
-209,10000000,-22.578125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,NaN,NaN,NaN,NaN,5
+205,1000000,-23.484375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+205,2000000,-23.46875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+205,3000000,-23.3125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+205,4000000,-23.640625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+205,5000000,-23.4375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+205,6000000,-23.9375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+205,7000000,-23.953125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+205,8000000,-23.984375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+205,9000000,-23.578125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+205,10000000,-23.03125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,,,,922.0,5
+206,1000000,-18.390625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+206,2000000,-18.09375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+206,3000000,-17.375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+206,4000000,-18.015625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+206,5000000,-15.515625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+206,6000000,-18.4375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+206,7000000,-17.34375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+206,8000000,-17.015625,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+206,9000000,-18.359375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+206,10000000,-16.171875,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,,,,,5
+207,1000000,-23.515625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+207,2000000,-17.109375,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+207,3000000,-18.25,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+207,4000000,-16.953125,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+207,5000000,-18.21875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+207,6000000,-14.796875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+207,7000000,-14.140625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+207,8000000,-14.5625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+207,9000000,-16.640625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+207,10000000,-15.390625,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,,,,944.0,5
+208,1000000,-23.9375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+208,2000000,-23.953125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+208,3000000,-23.546875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+208,4000000,-23.609375,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+208,5000000,-23.296875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+208,6000000,-23.578125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+208,7000000,-23.453125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+208,8000000,-23.53125,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+208,9000000,-23.5625,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+208,10000000,-23.546875,64,False,192399,0.83108712,0.01805582,8502,0.15187851,False,,,,,5
+209,1000000,-22.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
+209,2000000,-21.171875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
+209,3000000,-23.171875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
+209,4000000,-21.875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
+209,5000000,-19.59375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
+209,6000000,-20.28125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
+209,7000000,-20.125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
+209,8000000,-22.609375,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
+209,9000000,-22.828125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
+209,10000000,-22.578125,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
 210,1000000,-22.765625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
 210,2000000,-22.34375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
 210,3000000,-22.78125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
@@ -25149,36 +25149,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 210,8000000,-23.109375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
 210,9000000,-20.84375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
 210,10000000,-22.40625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
-211,1000000,-21.234375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,2000000,-23.78125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,3000000,-23.484375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,4000000,-23.5625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,5000000,-23.859375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,6000000,-23.359375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,7000000,-23.46875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,8000000,-23.34375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,9000000,-23.421875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,10000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-212,1000000,-14.78125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-212,2000000,-14.578125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-212,3000000,-17.53125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-212,4000000,-18.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-212,5000000,-19.046875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-212,6000000,-18.6875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-212,7000000,-17.8125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-212,8000000,-18.390625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-212,9000000,-19.015625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-212,10000000,-16.390625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,NaN,NaN,NaN,NaN,5
-213,1000000,-22.59375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
-213,2000000,-22.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
-213,3000000,-23.1875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
-213,4000000,-23.1875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
-213,5000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
-213,6000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
-213,7000000,-23.46875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
-213,8000000,-24.0,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
-213,9000000,-23.453125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
-213,10000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,NaN,NaN,NaN,843.0,5
+211,1000000,-21.234375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+211,2000000,-23.78125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+211,3000000,-23.484375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+211,4000000,-23.5625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+211,5000000,-23.859375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+211,6000000,-23.359375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+211,7000000,-23.46875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+211,8000000,-23.34375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+211,9000000,-23.421875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+211,10000000,-23.9375,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,,,,1946.0,5
+212,1000000,-14.78125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+212,2000000,-14.578125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+212,3000000,-17.53125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+212,4000000,-18.09375,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+212,5000000,-19.046875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+212,6000000,-18.6875,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+212,7000000,-17.8125,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+212,8000000,-18.390625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+212,9000000,-19.015625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+212,10000000,-16.390625,32,False,878719,0.75334442,3.76e-06,27014,0.07128954,False,,,,,5
+213,1000000,-22.59375,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
+213,2000000,-22.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
+213,3000000,-23.1875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
+213,4000000,-23.1875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
+213,5000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
+213,6000000,-23.921875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
+213,7000000,-23.46875,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
+213,8000000,-24.0,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
+213,9000000,-23.453125,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
+213,10000000,-23.90625,64,False,471274,0.50733291,0.0031697,28276,0.05024398,True,,,,843.0,5
 214,1000000,-23.625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,5
 214,2000000,-23.890625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,5
 214,3000000,-23.984375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,5
@@ -25189,86 +25189,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 214,8000000,-23.65625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,5
 214,9000000,-23.96875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,5
 214,10000000,-23.421875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,5
-215,1000000,-22.65625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-215,2000000,-23.890625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-215,3000000,-23.0,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-215,4000000,-23.953125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-215,5000000,-23.5,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-215,6000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-215,7000000,-23.546875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-215,8000000,-24.0,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-215,9000000,-23.953125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-215,10000000,-23.765625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,NaN,NaN,NaN,1039.0,5
-216,1000000,-21.46875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-216,2000000,-23.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-216,3000000,-23.8125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-216,4000000,-23.5625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-216,5000000,-23.703125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-216,6000000,-23.921875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-216,7000000,-23.921875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-216,8000000,-23.421875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-216,9000000,-21.171875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-216,10000000,-23.640625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,NaN,NaN,NaN,NaN,5
-217,1000000,-23.5,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-217,2000000,-23.609375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-217,3000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-217,4000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-217,5000000,-21.40625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-217,6000000,-22.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-217,7000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-217,8000000,-23.71875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-217,9000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-217,10000000,-23.984375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,NaN,NaN,NaN,NaN,5
-218,1000000,-17.171875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-218,2000000,-18.359375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-218,3000000,-17.78125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-218,4000000,-18.71875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-218,5000000,-14.28125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-218,6000000,-17.53125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-218,7000000,-15.65625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-218,8000000,-15.65625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-218,9000000,-17.5,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-218,10000000,-16.28125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,NaN,5
-219,1000000,-23.546875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-219,2000000,-23.46875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-219,3000000,-23.390625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-219,4000000,-23.296875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-219,5000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-219,6000000,-23.65625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-219,7000000,-23.625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-219,8000000,-23.625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-219,9000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-219,10000000,-23.484375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,NaN,NaN,NaN,NaN,5
-220,1000000,-23.28125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-220,2000000,-23.828125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-220,3000000,-23.953125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-220,4000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-220,5000000,-23.796875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-220,6000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-220,7000000,-23.5625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-220,8000000,-23.5,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-220,9000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-220,10000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,NaN,NaN,NaN,1324.0,5
-221,1000000,-23.265625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-221,2000000,-23.71875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-221,3000000,-23.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-221,4000000,-23.546875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-221,5000000,-22.515625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-221,6000000,-22.921875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-221,7000000,-23.875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-221,8000000,-20.46875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-221,9000000,-20.984375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-221,10000000,-22.25,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,NaN,5
-222,1000000,-23.78125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
-222,2000000,-23.953125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
-222,3000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
-222,4000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
-222,5000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
-222,6000000,-23.828125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
-222,7000000,-23.75,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
-222,8000000,-23.640625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
-222,9000000,-23.5,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
-222,10000000,-23.875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,NaN,5
+215,1000000,-22.65625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+215,2000000,-23.890625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+215,3000000,-23.0,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+215,4000000,-23.953125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+215,5000000,-23.5,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+215,6000000,-23.453125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+215,7000000,-23.546875,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+215,8000000,-24.0,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+215,9000000,-23.953125,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+215,10000000,-23.765625,32,False,719104,0.97141972,0.00046858,26488,0.06525851,True,,,,1039.0,5
+216,1000000,-21.46875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+216,2000000,-23.453125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+216,3000000,-23.8125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+216,4000000,-23.5625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+216,5000000,-23.703125,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+216,6000000,-23.921875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+216,7000000,-23.921875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+216,8000000,-23.421875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+216,9000000,-21.171875,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+216,10000000,-23.640625,16,False,62805,0.72484722,2.651e-05,5940,0.1569835,False,,,,,5
+217,1000000,-23.5,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+217,2000000,-23.609375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+217,3000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+217,4000000,-23.484375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+217,5000000,-21.40625,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+217,6000000,-22.546875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+217,7000000,-23.9375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+217,8000000,-23.71875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+217,9000000,-23.921875,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+217,10000000,-23.984375,16,False,716315,0.93108313,0.00034691,15661,0.19305815,False,,,,,5
+218,1000000,-17.171875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+218,2000000,-18.359375,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+218,3000000,-17.78125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+218,4000000,-18.71875,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+218,5000000,-14.28125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+218,6000000,-17.53125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+218,7000000,-15.65625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+218,8000000,-15.65625,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+218,9000000,-17.5,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+218,10000000,-16.28125,16,True,872100,0.72414107,1.18e-06,20435,0.19917017,False,0.62106557,0.9152549,0.00017961,,5
+219,1000000,-23.546875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+219,2000000,-23.46875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+219,3000000,-23.390625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+219,4000000,-23.296875,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+219,5000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+219,6000000,-23.65625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+219,7000000,-23.625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+219,8000000,-23.625,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+219,9000000,-23.4375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+219,10000000,-23.484375,32,False,846584,0.5290882,0.00748203,15229,0.13249891,False,,,,,5
+220,1000000,-23.28125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+220,2000000,-23.828125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+220,3000000,-23.953125,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+220,4000000,-23.546875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+220,5000000,-23.796875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+220,6000000,-23.921875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+220,7000000,-23.5625,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+220,8000000,-23.5,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+220,9000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+220,10000000,-23.96875,64,False,795463,0.69489321,0.00083456,10680,0.10866807,True,,,,1324.0,5
+221,1000000,-23.265625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+221,2000000,-23.71875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+221,3000000,-23.34375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+221,4000000,-23.546875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+221,5000000,-22.515625,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+221,6000000,-22.921875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+221,7000000,-23.875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+221,8000000,-20.46875,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+221,9000000,-20.984375,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+221,10000000,-22.25,16,True,997050,0.61025279,3.654e-05,7640,0.18569225,False,0.50934246,0.56207431,1.87e-06,,5
+222,1000000,-23.78125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
+222,2000000,-23.953125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
+222,3000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
+222,4000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
+222,5000000,-23.84375,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
+222,6000000,-23.828125,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
+222,7000000,-23.75,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
+222,8000000,-23.640625,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
+222,9000000,-23.5,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
+222,10000000,-23.875,32,True,656957,0.68692028,0.00842038,14210,0.102146,False,0.45339931,0.96655892,0.00014863,,5
 223,1000000,-22.765625,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,5
 223,2000000,-23.875,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,5
 223,3000000,-23.0625,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,5
@@ -25289,16 +25289,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,-22.96875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,5
 224,9000000,-23.671875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,5
 224,10000000,-23.296875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,5
-225,1000000,-23.25,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
-225,2000000,-23.65625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
-225,3000000,-23.53125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
-225,4000000,-23.5625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
-225,5000000,-23.59375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
-225,6000000,-23.3125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
-225,7000000,-23.421875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
-225,8000000,-23.203125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
-225,9000000,-23.25,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
-225,10000000,-23.0625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,NaN,NaN,NaN,NaN,5
+225,1000000,-23.25,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
+225,2000000,-23.65625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
+225,3000000,-23.53125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
+225,4000000,-23.5625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
+225,5000000,-23.59375,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
+225,6000000,-23.3125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
+225,7000000,-23.421875,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
+225,8000000,-23.203125,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
+225,9000000,-23.25,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
+225,10000000,-23.0625,16,False,738671,0.79410089,0.08203832,16879,0.02812217,False,,,,,5
 226,1000000,-23.390625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,5
 226,2000000,-23.890625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,5
 226,3000000,-22.859375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,5
@@ -25319,66 +25319,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,-17.5,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,5
 227,9000000,-18.90625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,5
 227,10000000,-17.390625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,5
-228,1000000,-18.6875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-228,2000000,-21.625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-228,3000000,-17.203125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-228,4000000,-19.40625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-228,5000000,-18.484375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-228,6000000,-18.203125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-228,7000000,-16.828125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-228,8000000,-16.609375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-228,9000000,-17.0625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-228,10000000,-17.890625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,NaN,5
-229,1000000,-20.109375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-229,2000000,-23.140625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-229,3000000,-22.15625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-229,4000000,-20.359375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-229,5000000,-20.28125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-229,6000000,-19.78125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-229,7000000,-19.03125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-229,8000000,-18.9375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-229,9000000,-19.90625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-229,10000000,-19.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,NaN,NaN,NaN,899.0,5
-230,1000000,-23.859375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-230,2000000,-23.859375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-230,3000000,-23.4375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-230,4000000,-23.640625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-230,5000000,-23.46875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-230,6000000,-23.34375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-230,7000000,-23.515625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-230,8000000,-23.546875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-230,9000000,-23.453125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-230,10000000,-23.5,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,NaN,NaN,NaN,NaN,5
-231,1000000,-22.8125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-231,2000000,-22.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-231,3000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-231,4000000,-23.515625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-231,5000000,-22.71875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-231,6000000,-23.53125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-231,7000000,-23.203125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-231,8000000,-23.78125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-231,9000000,-22.828125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-231,10000000,-23.515625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,NaN,5
-232,1000000,-23.609375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-232,2000000,-23.59375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-232,3000000,-23.453125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-232,4000000,-23.125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-232,5000000,-22.984375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-232,6000000,-23.0625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-232,7000000,-23.28125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-232,8000000,-23.203125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-232,9000000,-23.1875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-232,10000000,-23.328125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,NaN,NaN,NaN,NaN,5
-233,1000000,-23.109375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
-233,2000000,-21.890625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
-233,3000000,-20.859375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
-233,4000000,-22.703125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
-233,5000000,-21.0,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
-233,6000000,-21.328125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
-233,7000000,-22.296875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
-233,8000000,-22.15625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
-233,9000000,-21.484375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
-233,10000000,-22.875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,NaN,NaN,NaN,1928.0,5
+228,1000000,-18.6875,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+228,2000000,-21.625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+228,3000000,-17.203125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+228,4000000,-19.40625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+228,5000000,-18.484375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+228,6000000,-18.203125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+228,7000000,-16.828125,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+228,8000000,-16.609375,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+228,9000000,-17.0625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+228,10000000,-17.890625,32,True,433178,0.82990201,2.97e-06,10746,0.1673675,False,0.21430928,0.1693007,0.0004149,,5
+229,1000000,-20.109375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+229,2000000,-23.140625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+229,3000000,-22.15625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+229,4000000,-20.359375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+229,5000000,-20.28125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+229,6000000,-19.78125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+229,7000000,-19.03125,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+229,8000000,-18.9375,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+229,9000000,-19.90625,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+229,10000000,-19.546875,16,False,309899,0.56237009,0.0002036,14812,0.18543369,True,,,,899.0,5
+230,1000000,-23.859375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+230,2000000,-23.859375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+230,3000000,-23.4375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+230,4000000,-23.640625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+230,5000000,-23.46875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+230,6000000,-23.34375,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+230,7000000,-23.515625,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+230,8000000,-23.546875,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+230,9000000,-23.453125,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+230,10000000,-23.5,16,False,538097,0.59920337,0.0010356,11824,0.04843578,False,,,,,5
+231,1000000,-22.8125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+231,2000000,-22.84375,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+231,3000000,-23.890625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+231,4000000,-23.515625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+231,5000000,-22.71875,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+231,6000000,-23.53125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+231,7000000,-23.203125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+231,8000000,-23.78125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+231,9000000,-22.828125,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+231,10000000,-23.515625,16,True,274382,0.60535532,0.00717349,11468,0.02339008,False,0.13423361,0.36394441,0.00033675,,5
+232,1000000,-23.609375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+232,2000000,-23.59375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+232,3000000,-23.453125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+232,4000000,-23.125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+232,5000000,-22.984375,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+232,6000000,-23.0625,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+232,7000000,-23.28125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+232,8000000,-23.203125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+232,9000000,-23.1875,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+232,10000000,-23.328125,32,False,138607,0.8245348,0.01906229,3983,0.15098234,False,,,,,5
+233,1000000,-23.109375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
+233,2000000,-21.890625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
+233,3000000,-20.859375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
+233,4000000,-22.703125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
+233,5000000,-21.0,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
+233,6000000,-21.328125,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
+233,7000000,-22.296875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
+233,8000000,-22.15625,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
+233,9000000,-21.484375,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
+233,10000000,-22.875,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,5
 234,1000000,-23.96875,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,5
 234,2000000,-23.40625,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,5
 234,3000000,-23.484375,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,5
@@ -25409,56 +25409,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 236,8000000,-23.40625,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,5
 236,9000000,-23.890625,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,5
 236,10000000,-23.671875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,5
-237,1000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-237,2000000,-23.484375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-237,3000000,-23.953125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-237,4000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-237,5000000,-23.515625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-237,6000000,-23.53125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-237,7000000,-23.890625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-237,8000000,-23.28125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-237,9000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-237,10000000,-23.453125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,5
-238,1000000,-23.6875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-238,2000000,-23.375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-238,3000000,-21.34375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-238,4000000,-21.875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-238,5000000,-22.9375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-238,6000000,-21.421875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-238,7000000,-22.5,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-238,8000000,-23.515625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-238,9000000,-22.328125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-238,10000000,-23.421875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,NaN,NaN,NaN,1723.0,5
-239,1000000,-22.0,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-239,2000000,-19.71875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-239,3000000,-18.328125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-239,4000000,-17.390625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-239,5000000,-15.46875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-239,6000000,-15.953125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-239,7000000,-17.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-239,8000000,-16.40625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-239,9000000,-17.0,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-239,10000000,-18.375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,NaN,5
-240,1000000,-19.15625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-240,2000000,-18.203125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-240,3000000,-19.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-240,4000000,-18.0625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-240,5000000,-17.25,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-240,6000000,-18.046875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-240,7000000,-19.390625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-240,8000000,-17.078125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-240,9000000,-19.859375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-240,10000000,-15.875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,NaN,5
-241,1000000,-22.296875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
-241,2000000,-22.890625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
-241,3000000,-22.984375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
-241,4000000,-20.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
-241,5000000,-17.90625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
-241,6000000,-23.046875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
-241,7000000,-21.953125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
-241,8000000,-21.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
-241,9000000,-21.390625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
-241,10000000,-22.25,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,NaN,NaN,NaN,1297.0,5
+237,1000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+237,2000000,-23.484375,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+237,3000000,-23.953125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+237,4000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+237,5000000,-23.515625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+237,6000000,-23.53125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+237,7000000,-23.890625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+237,8000000,-23.28125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+237,9000000,-23.421875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+237,10000000,-23.453125,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,,,,,5
+238,1000000,-23.6875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+238,2000000,-23.375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+238,3000000,-21.34375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+238,4000000,-21.875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+238,5000000,-22.9375,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+238,6000000,-21.421875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+238,7000000,-22.5,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+238,8000000,-23.515625,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+238,9000000,-22.328125,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+238,10000000,-23.421875,64,False,817245,0.96547066,0.0002373,23858,0.06250087,True,,,,1723.0,5
+239,1000000,-22.0,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+239,2000000,-19.71875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+239,3000000,-18.328125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+239,4000000,-17.390625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+239,5000000,-15.46875,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+239,6000000,-15.953125,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+239,7000000,-17.75,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+239,8000000,-16.40625,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+239,9000000,-17.0,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+239,10000000,-18.375,64,True,331522,0.91265131,1.658e-05,11550,0.06927032,False,0.04665996,0.08304911,2.06e-05,,5
+240,1000000,-19.15625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+240,2000000,-18.203125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+240,3000000,-19.359375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+240,4000000,-18.0625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+240,5000000,-17.25,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+240,6000000,-18.046875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+240,7000000,-19.390625,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+240,8000000,-17.078125,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+240,9000000,-19.859375,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+240,10000000,-15.875,32,True,909676,0.88047094,2.18e-06,25909,0.19394689,False,0.73812896,0.13235782,2.015e-05,,5
+241,1000000,-22.296875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
+241,2000000,-22.890625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
+241,3000000,-22.984375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
+241,4000000,-20.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
+241,5000000,-17.90625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
+241,6000000,-23.046875,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
+241,7000000,-21.953125,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
+241,8000000,-21.15625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
+241,9000000,-21.390625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
+241,10000000,-22.25,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,5
 242,1000000,-20.578125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
 242,2000000,-21.046875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
 242,3000000,-20.921875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
@@ -25469,36 +25469,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 242,8000000,-20.890625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
 242,9000000,-23.328125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
 242,10000000,-23.484375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
-243,1000000,-23.375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-243,2000000,-23.90625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-243,3000000,-23.4375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-243,4000000,-23.421875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-243,5000000,-23.390625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-243,6000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-243,7000000,-23.984375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-243,8000000,-23.375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-243,9000000,-23.90625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-243,10000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,5
-244,1000000,-16.84375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-244,2000000,-19.25,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-244,3000000,-18.96875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-244,4000000,-18.296875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-244,5000000,-17.671875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-244,6000000,-18.09375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-244,7000000,-18.5625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-244,8000000,-18.296875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-244,9000000,-18.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-244,10000000,-18.109375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,NaN,5
-245,1000000,-23.328125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
-245,2000000,-23.671875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
-245,3000000,-22.828125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
-245,4000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
-245,5000000,-23.515625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
-245,6000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
-245,7000000,-23.40625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
-245,8000000,-23.96875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
-245,9000000,-23.90625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
-245,10000000,-23.9375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,NaN,NaN,NaN,272.0,5
+243,1000000,-23.375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+243,2000000,-23.90625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+243,3000000,-23.4375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+243,4000000,-23.421875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+243,5000000,-23.390625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+243,6000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+243,7000000,-23.984375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+243,8000000,-23.375,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+243,9000000,-23.90625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+243,10000000,-23.921875,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,,,,637.0,5
+244,1000000,-16.84375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+244,2000000,-19.25,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+244,3000000,-18.96875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+244,4000000,-18.296875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+244,5000000,-17.671875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+244,6000000,-18.09375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+244,7000000,-18.5625,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+244,8000000,-18.296875,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+244,9000000,-18.828125,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+244,10000000,-18.109375,16,True,495613,0.99488275,1.63e-06,10584,0.17052688,False,0.8284162,0.66368801,0.00010918,,5
+245,1000000,-23.328125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
+245,2000000,-23.671875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
+245,3000000,-22.828125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
+245,4000000,-23.984375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
+245,5000000,-23.515625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
+245,6000000,-23.46875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
+245,7000000,-23.40625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
+245,8000000,-23.96875,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
+245,9000000,-23.90625,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
+245,10000000,-23.9375,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,5
 246,1000000,-22.921875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
 246,2000000,-23.9375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
 246,3000000,-22.890625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
@@ -25509,46 +25509,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 246,8000000,-23.609375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
 246,9000000,-23.921875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
 246,10000000,-23.984375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
-247,1000000,-19.03125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-247,2000000,-18.21875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-247,3000000,-18.6875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-247,4000000,-18.125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-247,5000000,-19.109375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-247,6000000,-18.359375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-247,7000000,-18.203125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-247,8000000,-17.875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-247,9000000,-19.046875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-247,10000000,-18.484375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
-248,1000000,-22.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-248,2000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-248,3000000,-23.921875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-248,4000000,-23.390625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-248,5000000,-23.28125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-248,6000000,-23.90625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-248,7000000,-23.25,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-248,8000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-248,9000000,-23.578125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-248,10000000,-23.53125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,NaN,NaN,NaN,NaN,5
-249,1000000,-21.109375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-249,2000000,-21.09375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-249,3000000,-20.90625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-249,4000000,-20.296875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-249,5000000,-16.859375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-249,6000000,-19.09375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-249,7000000,-15.9375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-249,8000000,-16.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-249,9000000,-17.390625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-249,10000000,-14.0,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,NaN,NaN,NaN,NaN,5
-250,1000000,-24.0,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
-250,2000000,-23.25,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
-250,3000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
-250,4000000,-23.859375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
-250,5000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
-250,6000000,-23.609375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
-250,7000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
-250,8000000,-23.90625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
-250,9000000,-23.453125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
-250,10000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,NaN,NaN,NaN,1207.0,5
+247,1000000,-19.03125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+247,2000000,-18.21875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+247,3000000,-18.6875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+247,4000000,-18.125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+247,5000000,-19.109375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+247,6000000,-18.359375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+247,7000000,-18.203125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+247,8000000,-17.875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+247,9000000,-19.046875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+247,10000000,-18.484375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,,5
+248,1000000,-22.953125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+248,2000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+248,3000000,-23.921875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+248,4000000,-23.390625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+248,5000000,-23.28125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+248,6000000,-23.90625,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+248,7000000,-23.25,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+248,8000000,-23.96875,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+248,9000000,-23.578125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+248,10000000,-23.53125,32,False,453076,0.98571779,0.0005107,1815,0.08365809,False,,,,,5
+249,1000000,-21.109375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+249,2000000,-21.09375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+249,3000000,-20.90625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+249,4000000,-20.296875,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+249,5000000,-16.859375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+249,6000000,-19.09375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+249,7000000,-15.9375,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+249,8000000,-16.640625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+249,9000000,-17.390625,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+249,10000000,-14.0,64,False,83433,0.73760702,2.732e-05,28949,0.05770048,False,,,,,5
+250,1000000,-24.0,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
+250,2000000,-23.25,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
+250,3000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
+250,4000000,-23.859375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
+250,5000000,-23.9375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
+250,6000000,-23.609375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
+250,7000000,-23.953125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
+250,8000000,-23.90625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
+250,9000000,-23.453125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
+250,10000000,-23.921875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,5
 251,1000000,-21.625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
 251,2000000,-23.0,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
 251,3000000,-23.53125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
@@ -25559,16 +25559,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,-22.234375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
 251,9000000,-23.015625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
 251,10000000,-22.78125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
-252,1000000,-22.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
-252,2000000,-23.15625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
-252,3000000,-22.21875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
-252,4000000,-22.453125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
-252,5000000,-23.015625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
-252,6000000,-22.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
-252,7000000,-22.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
-252,8000000,-22.28125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
-252,9000000,-22.28125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
-252,10000000,-22.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,5
+252,1000000,-22.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
+252,2000000,-23.15625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
+252,3000000,-22.21875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
+252,4000000,-22.453125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
+252,5000000,-23.015625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
+252,6000000,-22.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
+252,7000000,-22.953125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
+252,8000000,-22.28125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
+252,9000000,-22.28125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
+252,10000000,-22.890625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,5
 253,1000000,-23.328125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
 253,2000000,-22.796875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
 253,3000000,-23.890625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
@@ -25579,23 +25579,23 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,-23.171875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
 253,9000000,-23.3125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
 253,10000000,-23.890625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
-254,1000000,-23.8125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-254,2000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-254,3000000,-23.46875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-254,4000000,-23.375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-254,5000000,-23.46875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-254,6000000,-23.75,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-254,7000000,-23.890625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-254,8000000,-23.984375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-254,9000000,-23.109375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-254,10000000,-22.75,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,5
-255,1000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
-255,2000000,-23.3125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
-255,3000000,-23.0625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
-255,4000000,-23.453125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
-255,5000000,-23.8125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
-255,6000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
-255,7000000,-23.859375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
-255,8000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
-255,9000000,-23.6875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
-255,10000000,-23.984375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,NaN,NaN,NaN,1102.0,5
+254,1000000,-23.8125,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+254,2000000,-23.921875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+254,3000000,-23.46875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+254,4000000,-23.375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+254,5000000,-23.46875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+254,6000000,-23.75,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+254,7000000,-23.890625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+254,8000000,-23.984375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+254,9000000,-23.109375,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+254,10000000,-22.75,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,,,,721.0,5
+255,1000000,-23.53125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5
+255,2000000,-23.3125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5
+255,3000000,-23.0625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5
+255,4000000,-23.453125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5
+255,5000000,-23.8125,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5
+255,6000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5
+255,7000000,-23.859375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5
+255,8000000,-23.90625,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5
+255,9000000,-23.6875,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5
+255,10000000,-23.984375,16,False,838674,0.65829221,0.00827063,20395,0.15703253,True,,,,1102.0,5