diff --git "a/landscapes/atari_phoenix_dqn.csv" "b/landscapes/atari_phoenix_dqn.csv"
--- "a/landscapes/atari_phoenix_dqn.csv"
+++ "b/landscapes/atari_phoenix_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
-0,1000000,27.1875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,2000000,46.71875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,3000000,16.71875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,4000000,28.59375,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,5000000,27.65625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,6000000,30.46875,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,7000000,17.5,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,8000000,17.03125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,9000000,28.125,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-0,10000000,17.65625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,NaN,NaN,NaN,NaN,9
-1,1000000,817.5781,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,2000000,829.9219,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,3000000,592.8125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,4000000,1039.5312,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
-1,5000000,754.6875,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
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-1,7000000,662.34375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,NaN,NaN,NaN,NaN,9
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-2,2000000,27.96875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,3000000,51.25,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,4000000,46.40625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,5000000,46.71875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,6000000,16.71875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,7000000,17.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,8000000,17.03125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,9000000,17.34375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-2,10000000,17.65625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,NaN,NaN,NaN,NaN,9
-3,1000000,296.875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,2000000,223.28125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,3000000,129.21875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,4000000,1244.4531,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,5000000,230.46875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,6000000,342.89062,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,7000000,2843.2031,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,8000000,114.53125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
-3,9000000,473.75,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,NaN,NaN,NaN,258.0,9
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+0,5000000,27.65625,32,False,603170,0.77244159,0.0001313,21527,0.08807986,False,,,,,9
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+1,1000000,817.5781,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
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+1,3000000,592.8125,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
+1,4000000,1039.5312,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
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+1,7000000,662.34375,32,False,71987,0.54356465,1.26e-06,27455,0.15585319,False,,,,,9
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+2,1000000,17.65625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
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+2,6000000,16.71875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,7000000,17.5,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,8000000,17.03125,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,9000000,17.34375,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+2,10000000,17.65625,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,9
+3,1000000,296.875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,2000000,223.28125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,3000000,129.21875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,4000000,1244.4531,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
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+3,6000000,342.89062,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,7000000,2843.2031,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,8000000,114.53125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,9000000,473.75,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
+3,10000000,953.2031,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,9
 4,1000000,17.65625,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,9
 4,2000000,27.96875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,9
 4,3000000,16.71875,16,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
 5,8000000,249.84375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,9
 5,9000000,248.59375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,9
 5,10000000,282.8125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,9
-6,1000000,1198.5156,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,2000000,3602.6562,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,3000000,5054.922,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,4000000,4021.875,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,5000000,4606.0938,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-6,6000000,5410.3125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
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-6,8000000,4919.8438,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
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-6,10000000,4744.1406,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,9
-7,1000000,38.90625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
-7,2000000,529.0625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
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-7,4000000,17.34375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
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-7,6000000,49.53125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,9
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-8,7000000,122.1875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,9
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+6,1000000,1198.5156,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
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+6,6000000,5410.3125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,7000000,7812.6562,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
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+6,9000000,5042.5,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
+6,10000000,4744.1406,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,9
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+7,2000000,529.0625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
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+7,7000000,17.34375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,8000000,16.875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,9000000,17.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
+7,10000000,17.34375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,9
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+8,10000000,51.09375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,9
+9,1000000,64.84375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,2000000,16.71875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
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+9,5000000,17.1875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,6000000,16.71875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,7000000,17.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,8000000,17.03125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,9000000,43.75,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+9,10000000,28.28125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,9
+10,1000000,369.53125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,2000000,277.03125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,3000000,2648.8281,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,4000000,2692.2656,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,5000000,163.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,6000000,102.96875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,7000000,47.8125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,8000000,27.1875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,9000000,86.40625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
+10,10000000,16.5625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,9
 11,1000000,121.5625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
 11,2000000,344.375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
 11,3000000,158.125,16,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
 11,8000000,416.71875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
 11,9000000,347.96875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
 11,10000000,478.98438,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,9
-12,1000000,33.28125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,2000000,99.375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,3000000,69.53125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,4000000,40.0,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,5000000,47.34375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,6000000,41.875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,7000000,46.25,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,8000000,44.375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,9000000,40.3125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-12,10000000,59.53125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,9
-13,1000000,17.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,2000000,130.625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,3000000,38.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,4000000,112.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
-13,5000000,67.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
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-13,10000000,144.21875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,9
+12,1000000,33.28125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+12,2000000,99.375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
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+12,10000000,59.53125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,,,,,9
+13,1000000,17.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,2000000,130.625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,3000000,38.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,4000000,112.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,5000000,67.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,6000000,39.6875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,7000000,75.78125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,8000000,29.0625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,9000000,97.34375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
+13,10000000,144.21875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,9
 14,1000000,423.98438,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
 14,2000000,1830.8594,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
 14,3000000,4335.2344,64,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
 14,8000000,83.59375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
 14,9000000,171.25,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
 14,10000000,73.125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,9
-15,1000000,17.65625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,2000000,16.71875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,3000000,16.71875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,4000000,32.1875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,5000000,16.875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,6000000,23.59375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,7000000,29.53125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,8000000,20.15625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,9000000,25.15625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-15,10000000,22.1875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,9
-16,1000000,164.375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,2000000,1459.1406,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
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-16,5000000,5308.203,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,6000000,2725.5469,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,7000000,5404.2188,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,8000000,6120.8594,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,9000000,4727.1094,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
-16,10000000,8946.094,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,9
+15,1000000,17.65625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
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+15,8000000,20.15625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,9000000,25.15625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+15,10000000,22.1875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,,,,,9
+16,1000000,164.375,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,2000000,1459.1406,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,3000000,2403.0469,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,4000000,3767.5,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,5000000,5308.203,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,6000000,2725.5469,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,7000000,5404.2188,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,8000000,6120.8594,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,9000000,4727.1094,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
+16,10000000,8946.094,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,9
 17,1000000,115.625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
 17,2000000,204.0625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
 17,3000000,298.59375,16,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
 17,8000000,1948.2812,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
 17,9000000,226.5625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
 17,10000000,120.46875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,9
-18,1000000,48.28125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
-18,2000000,55.625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,9
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+19,10000000,30.78125,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,9
 20,1000000,509.53125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
 20,2000000,146.40625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
 20,3000000,157.03125,64,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
 20,8000000,33.4375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
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 20,10000000,16.5625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,9
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 28,1000000,279.375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
 28,2000000,520.46875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
 28,3000000,652.1875,16,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
 28,8000000,226.875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
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 28,10000000,272.34375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,9
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 34,1000000,504.6875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
 34,2000000,851.7969,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
 34,3000000,758.9844,32,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
 34,8000000,2925.0,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
 34,9000000,2565.2344,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
 34,10000000,3524.5312,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,9
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@@ -449,56 +449,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,247.5,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,9
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+46,1000000,289.53125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,2000000,280.9375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,3000000,1742.3438,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,4000000,3332.1094,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,5000000,3625.9375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,6000000,3166.5625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,7000000,4804.8438,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+46,8000000,4999.375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
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+46,10000000,2229.375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,9
+47,1000000,17.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,2000000,37.1875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,3000000,16.71875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,4000000,17.8125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,5000000,17.1875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,6000000,16.71875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,7000000,30.625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,8000000,17.03125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,9000000,17.34375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+47,10000000,28.28125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,9
+48,1000000,309.6875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,2000000,565.8594,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,3000000,385.07812,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,4000000,606.0156,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,5000000,2052.6562,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,6000000,469.45312,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,7000000,2194.8438,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,8000000,2088.2812,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,9000000,2888.9062,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+48,10000000,3608.3594,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,9
+49,1000000,27.1875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,2000000,37.1875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,3000000,25.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,4000000,93.4375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,5000000,43.90625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,6000000,33.75,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,7000000,36.09375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,8000000,61.09375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,9000000,118.4375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
+49,10000000,28.90625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,9
 50,1000000,128.125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
 50,2000000,23.59375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
 50,3000000,552.5,16,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
 50,8000000,196.32812,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
 50,9000000,232.34375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
 50,10000000,167.96875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,9
-51,1000000,130.3125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,2000000,49.84375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,3000000,74.84375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,4000000,129.6875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,5000000,91.71875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,6000000,121.25,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,7000000,116.875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,8000000,431.25,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,9000000,17.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-51,10000000,30.15625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,9
-52,1000000,814.375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,2000000,3619.1406,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,3000000,4952.8906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,4000000,4080.5469,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,5000000,4793.75,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,6000000,4255.3125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,7000000,5426.0938,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,8000000,4747.2656,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,9000000,5767.1094,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
-52,10000000,5177.8906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,9
+51,1000000,130.3125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,2000000,49.84375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,3000000,74.84375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,4000000,129.6875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,5000000,91.71875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,6000000,121.25,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,7000000,116.875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,8000000,431.25,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,9000000,17.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+51,10000000,30.15625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,9
+52,1000000,814.375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,2000000,3619.1406,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,3000000,4952.8906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,4000000,4080.5469,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,5000000,4793.75,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,6000000,4255.3125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,7000000,5426.0938,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,8000000,4747.2656,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,9000000,5767.1094,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
+52,10000000,5177.8906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,9
 53,1000000,17.65625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,9
 53,2000000,27.96875,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,9
 53,3000000,27.8125,16,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
 54,8000000,279.21875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,9
 54,9000000,555.46875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,9
 54,10000000,348.125,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,9
-55,1000000,740.78125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,2000000,1672.0312,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,3000000,4468.203,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,4000000,1705.9375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,5000000,4170.547,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,6000000,4303.9844,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,7000000,876.3281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,8000000,1202.2656,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,9000000,2107.2656,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
-55,10000000,1240.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,9
+55,1000000,740.78125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,2000000,1672.0312,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,3000000,4468.203,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,4000000,1705.9375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,5000000,4170.547,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,6000000,4303.9844,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,7000000,876.3281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,8000000,1202.2656,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,9000000,2107.2656,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
+55,10000000,1240.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,9
 56,1000000,259.21875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
 56,2000000,874.9219,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
 56,3000000,182.26562,32,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
 56,8000000,580.78125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
 56,9000000,688.75,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
 56,10000000,122.1875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,9
-57,1000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,2000000,37.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,3000000,27.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,4000000,17.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,5000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,6000000,53.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,7000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,8000000,27.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,9000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
-57,10000000,45.78125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,9
+57,1000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,2000000,37.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,3000000,27.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,4000000,17.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,5000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,6000000,53.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,7000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,8000000,27.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,9000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
+57,10000000,45.78125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,9
 58,1000000,187.1875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
 58,2000000,249.21875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
 58,3000000,145.3125,16,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
 58,8000000,168.28125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
 58,9000000,96.40625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
 58,10000000,288.75,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,9
-59,1000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,2000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,3000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,4000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,5000000,17.1875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,6000000,43.75,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,7000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,8000000,27.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,9000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-59,10000000,28.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,9
-60,1000000,42.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,2000000,175.23438,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,3000000,193.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,4000000,171.25,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,5000000,149.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,6000000,48.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,7000000,17.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,8000000,27.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,9000000,28.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
-60,10000000,17.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,9
+59,1000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,2000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,3000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,4000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,5000000,17.1875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,6000000,43.75,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,7000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,8000000,27.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,9000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+59,10000000,28.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,9
+60,1000000,42.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,2000000,175.23438,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,3000000,193.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,4000000,171.25,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,5000000,149.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,6000000,48.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,7000000,17.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,8000000,27.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,9000000,28.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
+60,10000000,17.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,9
 61,1000000,383.4375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
 61,2000000,417.42188,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
 61,3000000,3303.4375,32,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
 61,8000000,7822.8125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
 61,9000000,5565.0,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
 61,10000000,7802.6562,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,9
-62,1000000,17.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,2000000,16.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,3000000,16.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,4000000,155.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,5000000,17.1875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,6000000,16.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,7000000,62.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,8000000,17.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,9000000,17.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
-62,10000000,17.1875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,9
+62,1000000,17.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,2000000,16.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,3000000,16.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,4000000,155.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,5000000,17.1875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,6000000,16.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,7000000,62.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,8000000,17.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,9000000,17.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
+62,10000000,17.1875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,9
 63,1000000,17.65625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
 63,2000000,37.1875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
 63,3000000,16.71875,32,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
 63,8000000,17.03125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
 63,9000000,17.34375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
 63,10000000,17.65625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,9
-64,1000000,637.2656,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,2000000,2159.4531,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,3000000,3645.0781,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,4000000,4330.8594,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,5000000,4785.3125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,6000000,5087.578,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,7000000,6989.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,8000000,7120.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,9000000,6328.9062,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
-64,10000000,11061.016,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,9
+64,1000000,637.2656,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,2000000,2159.4531,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,3000000,3645.0781,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,4000000,4330.8594,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,5000000,4785.3125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,6000000,5087.578,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,7000000,6989.0625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,8000000,7120.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,9000000,6328.9062,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
+64,10000000,11061.016,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,9
 65,1000000,218.125,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,9
 65,2000000,416.09375,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,9
 65,3000000,158.125,16,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
 66,8000000,4390.4688,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,9
 66,9000000,7056.6406,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,9
 66,10000000,4470.7812,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,9
-67,1000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,2000000,21.71875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,3000000,76.71875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,4000000,65.0,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,5000000,30.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,6000000,21.09375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,7000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,8000000,16.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,9000000,23.75,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
-67,10000000,62.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,9
+67,1000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,2000000,21.71875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,3000000,76.71875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,4000000,65.0,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,5000000,30.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,6000000,21.09375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,7000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,8000000,16.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,9000000,23.75,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
+67,10000000,62.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,9
 68,1000000,153.28125,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,9
 68,2000000,4175.3906,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,9
 68,3000000,4758.047,16,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
 70,8000000,4061.4844,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,9
 70,9000000,3095.1562,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,9
 70,10000000,4860.0,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,9
-71,1000000,166.875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,2000000,870.2344,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
-71,3000000,418.28125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,9
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 75,1000000,17.65625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,9
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@@ -769,56 +769,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,703.75,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,9
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 76,10000000,188.75,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,9
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+77,9000000,28.125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+77,10000000,17.65625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,9
+78,1000000,113.125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
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+78,3000000,127.34375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,4000000,270.46875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,5000000,240.625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,6000000,515.46875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,7000000,613.8281,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,8000000,664.1406,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,9000000,896.0156,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+78,10000000,1516.6406,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,9
+79,1000000,635.15625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
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+79,4000000,3471.6406,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
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+79,6000000,4765.547,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,7000000,5010.3906,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,8000000,5218.9062,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,9000000,5361.7188,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+79,10000000,5572.8906,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,9
+80,1000000,237.65625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
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+80,5000000,345.78125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,6000000,3953.5156,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,7000000,2311.6406,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+80,8000000,3961.7188,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
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+80,10000000,1826.5625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,9
+81,1000000,113.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,2000000,75.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,3000000,104.21875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,4000000,34.84375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,5000000,38.125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,6000000,29.6875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,7000000,17.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,8000000,28.125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,9000000,17.8125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
+81,10000000,47.5,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,9
 82,1000000,464.84375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
 82,2000000,1126.7188,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
 82,3000000,3326.0156,64,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
 82,8000000,6933.203,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
 82,9000000,5690.625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
 82,10000000,5432.578,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,9
-83,1000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,2000000,27.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,3000000,16.71875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,4000000,28.59375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,5000000,27.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,6000000,16.71875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,7000000,30.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,8000000,27.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,9000000,17.34375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-83,10000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,9
-84,1000000,226.09375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,2000000,4040.1562,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,3000000,5105.547,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
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-84,9000000,7984.5312,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-84,10000000,12925.234,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,9
-85,1000000,38.75,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,2000000,16.71875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,3000000,51.25,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
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-85,8000000,48.59375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,9000000,28.125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-85,10000000,28.28125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,9
-86,1000000,154.21875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,2000000,125.78125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,3000000,212.65625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,4000000,172.8125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
-86,5000000,325.15625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,9
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+83,1000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
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+83,3000000,16.71875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
+83,4000000,28.59375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,9
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+84,1000000,226.09375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
+84,2000000,4040.1562,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,9
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+85,5000000,17.1875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,6000000,30.46875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,7000000,17.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,8000000,48.59375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,9000000,28.125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+85,10000000,28.28125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,9
+86,1000000,154.21875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,2000000,125.78125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,3000000,212.65625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,4000000,172.8125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,5000000,325.15625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,6000000,601.40625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,7000000,511.71875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,8000000,137.65625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,9000000,343.51562,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
+86,10000000,152.26562,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,9
 87,1000000,298.28125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
 87,2000000,162.65625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
 87,3000000,287.5,16,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
 87,8000000,3425.2344,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
 87,9000000,277.1875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
 87,10000000,63.59375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,9
-88,1000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,2000000,16.71875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,3000000,16.71875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,4000000,46.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,5000000,17.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,6000000,53.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,7000000,17.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,8000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,9000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
-88,10000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,9
+88,1000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,2000000,16.71875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,3000000,16.71875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,4000000,46.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
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+88,6000000,53.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,7000000,17.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,8000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,9000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
+88,10000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,9
 89,1000000,331.5625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
 89,2000000,686.25,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
 89,3000000,550.0781,64,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
 89,8000000,4303.047,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
 89,9000000,3172.2656,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
 89,10000000,4045.3125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,9
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+92,10000000,35.78125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,9
 93,1000000,57.1875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
 93,2000000,105.0,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
 93,3000000,190.15625,32,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
 93,8000000,128.75,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
 93,9000000,130.9375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
 93,10000000,311.71875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,9
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-94,3000000,16.71875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,9
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+96,9000000,197.96875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
+96,10000000,187.65625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,9
 97,1000000,17.65625,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,9
 97,2000000,16.71875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,9
 97,3000000,16.71875,16,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
 98,8000000,17.03125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,9
 98,9000000,17.34375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,9
 98,10000000,17.65625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,9
-99,1000000,267.5,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,2000000,336.71875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,3000000,91.40625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,4000000,165.78125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,5000000,264.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,6000000,219.375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,7000000,553.28125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,8000000,180.9375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,9000000,154.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
-99,10000000,633.2031,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,9
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-100,2000000,56.71875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
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-100,4000000,17.8125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,5000000,26.5625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,6000000,19.21875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,7000000,17.5,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
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-100,9000000,17.34375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-100,10000000,17.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,9
-101,1000000,215.78125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,2000000,896.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,3000000,1063.125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
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-101,7000000,4426.328,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
-101,8000000,5095.0,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
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-101,10000000,2946.0156,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,9
+99,1000000,267.5,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,2000000,336.71875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
+99,3000000,91.40625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,9
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+100,9000000,17.34375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+100,10000000,17.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,9
+101,1000000,215.78125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,2000000,896.875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,3000000,1063.125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,4000000,2707.7344,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,5000000,3250.3906,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,6000000,3962.6562,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,7000000,4426.328,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,8000000,5095.0,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,9000000,3878.75,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
+101,10000000,2946.0156,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,9
 102,1000000,964.375,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,9
 102,2000000,2512.5,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,9
 102,3000000,3691.1719,64,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
 104,8000000,202.65625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,9
 104,9000000,164.84375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,9
 104,10000000,293.4375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,9
-105,1000000,27.1875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,2000000,16.71875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,3000000,27.8125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,4000000,28.59375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,5000000,27.65625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,6000000,30.46875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,7000000,17.5,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,8000000,17.03125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
-105,9000000,28.125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,9
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-106,1000000,38.75,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,9
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 110,1000000,48.28125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,9
 110,2000000,16.71875,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,9
 110,3000000,27.8125,32,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
 111,8000000,17.03125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,9
 111,9000000,28.125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,9
 111,10000000,17.65625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,9
-112,1000000,1476.875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,9
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 115,1000000,139.21875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
 115,2000000,158.75,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
 115,3000000,3308.75,64,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
 115,8000000,102.03125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
 115,9000000,390.70312,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
 115,10000000,360.625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,9
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+117,10000000,47.34375,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,9
 118,1000000,744.53125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
 118,2000000,1319.6875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
 118,3000000,1100.3125,16,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
 118,8000000,1555.625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
 118,9000000,1612.5781,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
 118,10000000,1598.5156,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,9
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 124,1000000,248.75,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
 124,2000000,1399.2188,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
 124,3000000,101.5625,32,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
 124,8000000,28.75,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
 124,9000000,106.40625,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
 124,10000000,99.84375,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,9
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@@ -1389,56 +1389,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,385.39062,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,9
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+143,10000000,17.65625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,9
 144,1000000,133.125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
 144,2000000,579.375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
 144,3000000,968.125,16,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
 144,8000000,4339.297,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
 144,9000000,4698.2812,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
 144,10000000,5107.3438,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,9
-145,1000000,27.1875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,9
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+147,10000000,17.65625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,9
 148,1000000,17.65625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
 148,2000000,16.71875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
 148,3000000,16.71875,32,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
 148,8000000,17.03125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
 148,9000000,52.34375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
 148,10000000,17.65625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,9
-149,1000000,269.29688,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,2000000,430.15625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,3000000,1131.4844,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,4000000,700.3125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,5000000,1283.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,6000000,1259.1406,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,7000000,1591.5625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
-149,8000000,583.28125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
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-149,10000000,2721.3281,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,9
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+149,8000000,583.28125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,9000000,1461.9531,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
+149,10000000,2721.3281,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,9
 150,1000000,291.5625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
 150,2000000,822.4219,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
 150,3000000,808.3594,32,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
 150,8000000,1576.7188,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
 150,9000000,1486.875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
 150,10000000,2083.3594,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,9
-151,1000000,622.96875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,2000000,321.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,3000000,150.625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,4000000,162.96875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
-151,5000000,53.125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,9
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 153,1000000,128.75,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,9
 153,2000000,598.9844,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,9
 153,3000000,447.42188,32,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
 154,8000000,5431.7188,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,9
 154,9000000,7210.625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,9
 154,10000000,4454.0625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,9
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-155,2000000,240.625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,9
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 156,1000000,583.28125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
 156,2000000,576.71875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
 156,3000000,1540.3125,32,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
 156,8000000,1441.9531,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
 156,9000000,1949.6875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
 156,10000000,2142.2656,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,9
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 167,1000000,517.03125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
 167,2000000,1434.375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
 167,3000000,2017.3438,32,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
 167,8000000,4043.3594,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
 167,9000000,4454.2188,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
 167,10000000,5425.0,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,9
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 170,1000000,541.71875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,9
 170,2000000,617.34375,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,9
 170,3000000,287.65625,32,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
 171,8000000,4007.8125,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,9
 171,9000000,3794.1406,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,9
 171,10000000,3516.25,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,9
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 174,1000000,304.6875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
 174,2000000,322.34375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
 174,3000000,488.90625,64,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
 174,8000000,540.8594,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
 174,9000000,384.21875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
 174,10000000,152.1875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,9
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@@ -1769,16 +1769,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,872.4219,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,9
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 178,1000000,27.1875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,9
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@@ -1789,166 +1789,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 195,1000000,27.1875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,9
 195,2000000,16.71875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,9
 195,3000000,16.71875,16,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
 196,8000000,39.21875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,9
 196,9000000,52.34375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,9
 196,10000000,17.65625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,9
-197,1000000,3456.7969,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
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-197,3000000,2716.9531,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,9
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+198,10000000,4999.297,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,9
 199,1000000,17.65625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
 199,2000000,16.71875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
 199,3000000,16.71875,16,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
 199,8000000,27.65625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
 199,9000000,43.75,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
 199,10000000,28.28125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,9
-200,1000000,228.125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,2000000,28.4375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,3000000,39.84375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,4000000,79.21875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,5000000,16.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
-200,6000000,40.9375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
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-200,10000000,46.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,9
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+200,10000000,46.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,9
 201,1000000,1525.2344,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
 201,2000000,3718.4375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
 201,3000000,5167.5,64,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
 201,8000000,6031.875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
 201,9000000,7136.6406,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
 201,10000000,9503.672,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,9
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 204,1000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
 204,2000000,16.71875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
 204,3000000,27.8125,32,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
 204,8000000,17.03125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
 204,9000000,17.34375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
 204,10000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,9
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 210,1000000,420.15625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
 210,2000000,93.125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
 210,3000000,136.40625,16,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
 210,8000000,24.0625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
 210,9000000,198.75,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
 210,10000000,106.875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,9
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 214,1000000,38.75,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
 214,2000000,16.71875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
 214,3000000,16.71875,16,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
 214,8000000,27.65625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
 214,9000000,52.34375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
 214,10000000,36.25,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,9
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 223,1000000,354.0625,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,9
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 223,3000000,159.84375,64,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
 224,8000000,2958.9844,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,9
 224,9000000,605.15625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,9
 224,10000000,1880.3125,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,9
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 226,1000000,133.90625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,9
 226,2000000,60.625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,9
 226,3000000,678.59375,16,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
 227,8000000,341.71875,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,9
 227,9000000,251.09375,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,9
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@@ -2369,56 +2369,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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@@ -2429,36 +2429,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 246,1000000,17.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
 246,2000000,46.71875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
 246,3000000,16.71875,32,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
 246,8000000,27.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
 246,9000000,17.34375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
 246,10000000,17.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,9
-247,1000000,251.25,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,2000000,819.6875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,3000000,1218.0469,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
-247,4000000,814.6094,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
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-247,6000000,887.65625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,9
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+250,6000000,53.90625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,7000000,17.5,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
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+250,9000000,52.34375,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
+250,10000000,36.25,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,9
 251,1000000,64.53125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
 251,2000000,388.90625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
 251,3000000,277.03125,16,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
 251,8000000,323.75,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
 251,9000000,630.3125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
 251,10000000,410.0,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,9
-252,1000000,17.65625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,2000000,20.15625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
-252,3000000,95.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,9
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+252,7000000,122.34375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
+252,8000000,62.96875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
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+252,10000000,17.03125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,9
 253,1000000,1754.6094,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
 253,2000000,816.7969,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
 253,3000000,277.03125,16,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
 253,8000000,2816.4844,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
 253,9000000,164.21875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
 253,10000000,417.34375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,9
-254,1000000,27.1875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,2000000,16.71875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
-254,3000000,42.5,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,9
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@@ -2619,56 +2619,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,1659.0625,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,0
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 11,1000000,742.65625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
 11,2000000,18.125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
 11,3000000,189.6875,16,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
 11,8000000,33.75,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
 11,9000000,146.5625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
 11,10000000,90.46875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,0
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 14,1000000,991.3281,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
 14,2000000,2084.0625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
 14,3000000,4534.6094,64,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
 14,8000000,6491.6406,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
 14,9000000,7998.047,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
 14,10000000,9262.891,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,0
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 17,1000000,273.28125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
 17,2000000,249.375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
 17,3000000,489.53125,16,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
 17,8000000,1524.375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
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 17,10000000,1364.5312,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,0
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 20,1000000,76.09375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
 20,2000000,28.4375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
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@@ -2769,76 +2769,76 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 20,8000000,15.9375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
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 20,10000000,24.53125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,0
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@@ -2849,56 +2849,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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@@ -2909,96 +2909,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,2985.625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,0
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 44,1000000,515.5469,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,0
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@@ -3009,56 +3009,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,84.21875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,0
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+49,3000000,91.71875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
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+49,6000000,36.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,7000000,17.8125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,8000000,17.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,9000000,46.09375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
+49,10000000,166.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,0
 50,1000000,56.875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
 50,2000000,139.21875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
 50,3000000,29.21875,16,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
 50,8000000,43.59375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
 50,9000000,159.53125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
 50,10000000,172.65625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,0
-51,1000000,110.0,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,2000000,159.6875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,3000000,197.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,4000000,214.6875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,5000000,273.59375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,6000000,274.0625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,7000000,40.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,8000000,16.71875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,9000000,51.40625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-51,10000000,17.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,0
-52,1000000,864.0625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,0
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+52,6000000,4167.7344,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,7000000,5068.9062,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,8000000,4437.1094,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,9000000,4730.078,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
+52,10000000,6138.4375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,0
 53,1000000,17.34375,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,0
 53,2000000,17.65625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,0
 53,3000000,17.96875,16,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
 54,8000000,678.59375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,0
 54,9000000,323.75,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,0
 54,10000000,496.71875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,0
-55,1000000,775.3906,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,2000000,3230.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,3000000,2607.9688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,4000000,3240.0781,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,5000000,4350.625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,6000000,3307.8906,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,7000000,3299.8438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,8000000,4131.797,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,9000000,5508.5938,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
-55,10000000,5439.2188,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,0
+55,1000000,775.3906,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,2000000,3230.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,3000000,2607.9688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,4000000,3240.0781,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
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+55,8000000,4131.797,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,9000000,5508.5938,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
+55,10000000,5439.2188,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,0
 56,1000000,22.03125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
 56,2000000,216.40625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
 56,3000000,66.25,32,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
 56,8000000,42.34375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
 56,9000000,46.875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
 56,10000000,65.3125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,0
-57,1000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,2000000,28.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,3000000,17.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,4000000,41.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,5000000,16.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,6000000,29.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,7000000,29.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,8000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,9000000,17.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
-57,10000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,0
+57,1000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,2000000,28.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,3000000,17.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,4000000,41.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,5000000,16.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,6000000,29.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,7000000,29.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,8000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,9000000,17.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
+57,10000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,0
 58,1000000,61.25,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
 58,2000000,230.0,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
 58,3000000,115.9375,16,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
 58,8000000,399.375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
 58,9000000,864.1406,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
 58,10000000,831.09375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,0
-59,1000000,28.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,2000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,3000000,17.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,4000000,18.4375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,5000000,16.5625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,6000000,17.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,7000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,8000000,48.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,9000000,28.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-59,10000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,0
-60,1000000,124.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,2000000,353.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,3000000,478.51562,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,4000000,115.46875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,5000000,156.71875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,6000000,413.35938,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,7000000,4666.5625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,8000000,188.90625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,9000000,3612.4219,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
-60,10000000,6837.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,0
+59,1000000,28.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,2000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,3000000,17.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,4000000,18.4375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,5000000,16.5625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,6000000,17.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,7000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,8000000,48.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,9000000,28.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+59,10000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,0
+60,1000000,124.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,2000000,353.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,3000000,478.51562,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,4000000,115.46875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,5000000,156.71875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,6000000,413.35938,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,7000000,4666.5625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,8000000,188.90625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,9000000,3612.4219,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
+60,10000000,6837.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,0
 61,1000000,323.90625,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
 61,2000000,4390.1562,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
 61,3000000,4581.4062,32,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
 61,8000000,8828.516,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
 61,9000000,8800.547,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
 61,10000000,6783.75,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,0
-62,1000000,37.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,2000000,100.78125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,3000000,127.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,4000000,26.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,5000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,6000000,53.4375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,7000000,95.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,8000000,84.84375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,9000000,70.3125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
-62,10000000,130.3125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,0
+62,1000000,37.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,2000000,100.78125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,3000000,127.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,4000000,26.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,5000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,6000000,53.4375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,7000000,95.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,8000000,84.84375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,9000000,70.3125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
+62,10000000,130.3125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,0
 63,1000000,17.34375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
 63,2000000,17.65625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
 63,3000000,17.96875,32,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
 63,8000000,28.90625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
 63,9000000,52.34375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
 63,10000000,29.21875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,0
-64,1000000,629.9219,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,2000000,2868.5938,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,3000000,3313.2031,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,4000000,4888.672,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,5000000,5696.797,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,6000000,5874.922,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,7000000,5574.453,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,8000000,7837.1875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,9000000,10743.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
-64,10000000,8298.75,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,0
+64,1000000,629.9219,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,2000000,2868.5938,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,3000000,3313.2031,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,4000000,4888.672,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,5000000,5696.797,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,6000000,5874.922,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,7000000,5574.453,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,8000000,7837.1875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,9000000,10743.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
+64,10000000,8298.75,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,0
 65,1000000,154.375,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,0
 65,2000000,1044.2969,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,0
 65,3000000,995.2344,16,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
 66,8000000,5962.5,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,0
 66,9000000,4963.9844,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,0
 66,10000000,5493.828,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,0
-67,1000000,17.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,2000000,137.8125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,3000000,28.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,4000000,28.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,5000000,142.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,6000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,7000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,8000000,59.53125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,9000000,17.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
-67,10000000,175.46875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,0
+67,1000000,17.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,2000000,137.8125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,3000000,28.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,4000000,28.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,5000000,142.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,6000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,7000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,8000000,59.53125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,9000000,17.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
+67,10000000,175.46875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,0
 68,1000000,127.65625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,0
 68,2000000,979.1406,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,0
 68,3000000,297.03125,16,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
 70,8000000,167.5,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,0
 70,9000000,834.21875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,0
 70,10000000,1122.5,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,0
-71,1000000,230.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,2000000,1188.3594,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,3000000,1244.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,4000000,2938.9844,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,5000000,153.59375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,6000000,4224.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,7000000,4233.203,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,8000000,2475.0781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,9000000,4625.7812,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-71,10000000,4901.172,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,0
-72,1000000,17.34375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,2000000,17.65625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,3000000,17.96875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,4000000,18.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,5000000,16.5625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,6000000,29.53125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,7000000,17.8125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,8000000,17.34375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,9000000,42.1875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-72,10000000,17.34375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,0
-73,1000000,44.53125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,2000000,42.5,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,3000000,42.03125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,4000000,52.8125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,5000000,32.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,6000000,16.875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,7000000,37.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,8000000,30.0,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,9000000,17.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-73,10000000,30.15625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,0
-74,1000000,8729.141,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,2000000,5001.7188,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,3000000,6521.5625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,4000000,3800.4688,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,5000000,2591.6406,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,6000000,4465.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,7000000,3692.1094,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,8000000,107.96875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,9000000,1202.2656,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
-74,10000000,124.53125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,0
+71,1000000,230.3125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,2000000,1188.3594,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,3000000,1244.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,4000000,2938.9844,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,5000000,153.59375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,6000000,4224.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,7000000,4233.203,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,8000000,2475.0781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,9000000,4625.7812,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+71,10000000,4901.172,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,0
+72,1000000,17.34375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,2000000,17.65625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,3000000,17.96875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,4000000,18.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,5000000,16.5625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,6000000,29.53125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,7000000,17.8125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,8000000,17.34375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,9000000,42.1875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+72,10000000,17.34375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,0
+73,1000000,44.53125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,2000000,42.5,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,3000000,42.03125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,4000000,52.8125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,5000000,32.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,6000000,16.875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,7000000,37.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,8000000,30.0,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,9000000,17.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+73,10000000,30.15625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,0
+74,1000000,8729.141,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,2000000,5001.7188,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,3000000,6521.5625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,4000000,3800.4688,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,5000000,2591.6406,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,6000000,4465.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,7000000,3692.1094,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,8000000,107.96875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,9000000,1202.2656,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
+74,10000000,124.53125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,0
 75,1000000,17.34375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,0
 75,2000000,28.125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,0
 75,3000000,17.96875,64,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
 76,8000000,138.59375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,0
 76,9000000,311.09375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,0
 76,10000000,335.54688,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,0
-77,1000000,28.90625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,2000000,28.125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,3000000,17.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,4000000,18.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,5000000,16.5625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,6000000,47.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,7000000,29.53125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,8000000,39.53125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,9000000,17.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-77,10000000,17.34375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,0
-78,1000000,339.6875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,2000000,316.71875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,3000000,323.90625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,4000000,170.78125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,5000000,492.65625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,6000000,566.3281,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,7000000,2249.8438,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,8000000,2559.6094,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,9000000,3564.9219,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-78,10000000,4084.2969,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,0
-79,1000000,692.1094,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,2000000,1210.3906,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,3000000,3080.8594,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,4000000,4071.6406,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,5000000,4422.2656,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,6000000,4219.8438,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,7000000,5396.0156,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
-79,8000000,4887.3438,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,0
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 82,1000000,134.53125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
 82,2000000,1069.5312,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
 82,3000000,435.15625,64,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
 82,8000000,2835.8594,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
 82,9000000,3841.7969,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
 82,10000000,3455.9375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,0
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+86,2000000,125.9375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,3000000,1213.8281,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,4000000,4509.1406,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,5000000,4645.703,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,6000000,4958.9062,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,7000000,6806.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,8000000,5248.2812,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,9000000,8330.078,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
+86,10000000,8274.922,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,0
 87,1000000,1130.0,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
 87,2000000,194.6875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
 87,3000000,326.71875,16,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
 87,8000000,75.46875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
 87,9000000,524.6875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
 87,10000000,208.90625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,0
-88,1000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,2000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,3000000,28.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,4000000,18.4375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,5000000,30.78125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,6000000,17.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,7000000,17.8125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,8000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,9000000,28.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
-88,10000000,52.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,0
+88,1000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,2000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,3000000,28.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,4000000,18.4375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,5000000,30.78125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,6000000,17.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,7000000,17.8125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,8000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,9000000,28.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
+88,10000000,52.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,0
 89,1000000,207.5,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
 89,2000000,548.6719,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
 89,3000000,1712.2656,64,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
 89,8000000,3747.6562,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
 89,9000000,3786.25,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
 89,10000000,4317.8125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,0
-90,1000000,17.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,2000000,17.5,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,3000000,32.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,4000000,63.4375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,5000000,70.15625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,6000000,101.40625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,7000000,133.75,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,8000000,35.625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,9000000,64.53125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
-90,10000000,91.40625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,0
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+92,2000000,296.32812,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,3000000,157.1875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,4000000,4448.4375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,5000000,4255.078,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,6000000,21.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,7000000,53.90625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,8000000,37.03125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,9000000,100.46875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
+92,10000000,55.15625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,0
 93,1000000,17.34375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
 93,2000000,28.125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
 93,3000000,28.90625,32,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
 93,8000000,54.6875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
 93,9000000,47.5,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
 93,10000000,47.34375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,0
-94,1000000,17.34375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,2000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,3000000,28.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,4000000,29.21875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,5000000,16.5625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,6000000,47.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,7000000,29.53125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,8000000,17.34375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,9000000,17.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-94,10000000,29.21875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,0
-95,1000000,696.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,2000000,1342.0312,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,3000000,1246.3281,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
-95,4000000,1353.75,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,0
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-96,1000000,219.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
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-96,10000000,105.3125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,0
+94,1000000,17.34375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
+94,2000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
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+94,4000000,29.21875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,0
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+96,1000000,219.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
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+96,6000000,144.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,7000000,329.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,8000000,194.53125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,9000000,558.5156,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
+96,10000000,105.3125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,0
 97,1000000,17.34375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,0
 97,2000000,28.125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,0
 97,3000000,17.96875,16,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
 98,8000000,17.34375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,0
 98,9000000,17.96875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,0
 98,10000000,17.34375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,0
-99,1000000,417.5,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,2000000,247.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,3000000,153.59375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,4000000,115.9375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,5000000,358.75,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,6000000,249.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,7000000,285.3125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,8000000,245.3125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,9000000,522.1094,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
-99,10000000,158.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,0
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 102,1000000,359.6875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,0
 102,2000000,1721.7969,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,0
 102,3000000,3088.9844,64,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
 104,8000000,118.59375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,0
 104,9000000,722.7344,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,0
 104,10000000,173.75,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,0
-105,1000000,39.21875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,2000000,17.65625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,3000000,17.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,4000000,18.4375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,5000000,16.5625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,6000000,17.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,7000000,29.53125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,8000000,28.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
-105,9000000,52.34375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,0
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-106,1000000,17.34375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,0
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 110,1000000,50.0,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,0
 110,2000000,43.28125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,0
 110,3000000,49.84375,32,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
 111,8000000,103.75,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,0
 111,9000000,350.0,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,0
 111,10000000,82.34375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,0
-112,1000000,3269.5312,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
-112,2000000,2731.3281,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,0
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 115,1000000,542.96875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
 115,2000000,4374.8438,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
 115,3000000,1040.5469,64,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
 115,8000000,145.78125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
 115,9000000,118.125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
 115,10000000,157.96875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,0
-116,1000000,107.03125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,2000000,51.40625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,3000000,35.15625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,4000000,29.21875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
-116,5000000,44.21875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,0
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 118,3000000,958.3594,16,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
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 118,10000000,2069.9219,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,0
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@@ -3809,136 +3809,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,3956.1719,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,0
 124,9000000,4487.8125,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,0
 124,10000000,4453.2812,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,0
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 138,1000000,429.0625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,0
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@@ -3949,56 +3949,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,376.5625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,0
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@@ -4009,36 +4009,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+147,10000000,52.1875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,0
 148,1000000,17.34375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
 148,2000000,51.40625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
 148,3000000,17.96875,32,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
 148,8000000,17.34375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
 148,9000000,17.96875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
 148,10000000,17.34375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,0
-149,1000000,204.21875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,2000000,419.14062,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,3000000,624.375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
-149,4000000,192.5,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,0
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+149,9000000,1350.2344,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,0
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 150,1000000,232.03125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
 150,2000000,677.7344,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
 150,3000000,1279.6875,32,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
 150,8000000,2641.7969,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
 150,9000000,2986.3281,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
 150,10000000,2897.4219,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,0
-151,1000000,111.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,2000000,169.6875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,3000000,16.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,4000000,17.65625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,5000000,17.03125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,6000000,17.96875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
-151,7000000,16.875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,0
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+152,10000000,242.5,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,0
 153,1000000,56.71875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,0
 153,2000000,874.0625,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,0
 153,3000000,1971.5625,32,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
 154,8000000,9348.594,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,0
 154,9000000,4475.078,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,0
 154,10000000,5328.9062,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,0
-155,1000000,115.625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,2000000,223.125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,3000000,56.40625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
-155,4000000,64.375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,0
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+155,10000000,163.75,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,0
 156,1000000,587.8125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
 156,2000000,560.2344,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
 156,3000000,492.34375,32,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
 156,8000000,37.03125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
 156,9000000,212.34375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
 156,10000000,221.40625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,0
-157,1000000,109.53125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,2000000,235.625,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
-157,3000000,216.09375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,0
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-158,1000000,39.21875,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,0
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 167,1000000,719.1406,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
 167,2000000,1668.0469,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
 167,3000000,2227.8125,32,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
 167,8000000,4356.328,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
 167,9000000,5715.2344,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
 167,10000000,6667.0312,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,0
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 170,1000000,158.28125,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,0
 170,2000000,156.5625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,0
 170,3000000,157.5,32,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
 171,8000000,4035.5469,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,0
 171,9000000,4597.6562,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,0
 171,10000000,3768.9062,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,0
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 174,1000000,223.4375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
 174,2000000,158.90625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
 174,3000000,296.71875,64,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
 174,8000000,292.42188,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
 174,9000000,259.375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
 174,10000000,248.125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,0
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 176,1000000,73.90625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,0
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 176,3000000,25.0,16,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
 176,8000000,24.21875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,0
 176,9000000,17.8125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,0
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@@ -4349,166 +4349,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,200.46875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,0
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@@ -4529,26 +4529,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+198,10000000,4657.8125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,0
 199,1000000,28.90625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
 199,2000000,17.65625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
 199,3000000,49.84375,16,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
 199,8000000,17.34375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
 199,9000000,17.96875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
 199,10000000,17.34375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,0
-200,1000000,17.34375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,2000000,17.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
-200,3000000,39.53125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,0
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+200,10000000,42.03125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,0
 201,1000000,972.8125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
 201,2000000,3709.1406,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
 201,3000000,3652.8906,64,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
 201,8000000,5096.25,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
 201,9000000,5042.0312,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
 201,10000000,5277.1094,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,0
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-202,2000000,201.25,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
-202,3000000,697.03125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,0
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 204,1000000,17.34375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
 204,2000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
 204,3000000,17.96875,32,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
 204,8000000,28.90625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
 204,9000000,52.34375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
 204,10000000,17.34375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,0
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 210,1000000,203.4375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
 210,2000000,702.1094,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
 210,3000000,1613.125,16,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
 210,8000000,246.5625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
 210,9000000,439.60938,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
 210,10000000,271.5625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,0
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 214,1000000,17.34375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
 214,2000000,17.65625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
 214,3000000,49.84375,16,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
 214,8000000,17.34375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
 214,9000000,17.96875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
 214,10000000,42.03125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,0
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@@ -4809,16 +4809,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,124.0625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,0
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@@ -4839,66 +4839,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 234,1000000,17.34375,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,0
 234,2000000,28.125,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,0
 234,3000000,28.90625,32,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
 236,8000000,17.34375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,0
 236,9000000,17.96875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,0
 236,10000000,29.21875,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,0
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-237,2000000,51.40625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
-237,3000000,28.90625,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,0
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+241,10000000,30.9375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,0
 242,1000000,283.59375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
 242,2000000,223.90625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
 242,3000000,280.78125,64,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
 242,8000000,38.90625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
 242,9000000,38.75,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
 242,10000000,28.4375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,0
-243,1000000,28.90625,64,False,170778,0.88438611,0.06823434,30691,0.18438796,True,NaN,NaN,NaN,637.0,0
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 246,1000000,17.34375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
 246,2000000,43.28125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
 246,3000000,49.84375,32,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
 246,8000000,39.53125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
 246,9000000,17.96875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
 246,10000000,17.34375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,0
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-247,2000000,957.4219,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,0
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 251,1000000,243.90625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
 251,2000000,191.5625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
 251,3000000,651.40625,16,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
 251,8000000,56.875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
 251,9000000,21.875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,0
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 253,1000000,1599.2188,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,0
 253,2000000,1363.5156,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,0
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@@ -5099,66 +5099,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,81.875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,0
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 4,1000000,52.65625,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,7
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@@ -5179,56 +5179,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 11,1000000,258.75,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
 11,2000000,291.5625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
 11,3000000,888.5156,16,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
 11,8000000,149.84375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
 11,9000000,601.6406,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
 11,10000000,145.0,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,7
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+13,10000000,49.21875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,7
 14,1000000,460.625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
 14,2000000,3877.8906,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
 14,3000000,4266.0156,64,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
 14,8000000,10899.297,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
 14,9000000,4997.1875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
 14,10000000,9740.547,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,7
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-15,3000000,79.84375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
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-15,5000000,16.875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,7
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 17,1000000,277.1875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
 17,2000000,236.09375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
 17,3000000,133.125,16,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
 17,8000000,2731.6406,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
 17,9000000,695.8594,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
 17,10000000,4809.0625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,7
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 20,1000000,17.65625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
 20,2000000,37.96875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
 20,3000000,48.75,64,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
 20,8000000,16.25,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
 20,9000000,18.4375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
 20,10000000,17.03125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,7
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 28,1000000,386.5625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
 28,2000000,355.07812,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
 28,3000000,648.9844,16,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
 28,8000000,225.78125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
 28,9000000,194.0625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
 28,10000000,527.2656,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,7
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@@ -5469,96 +5469,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,1897.5,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,7
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@@ -5569,56 +5569,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 44,8000000,18.4375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,7
 44,9000000,16.71875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,7
 44,10000000,65.78125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,7
-45,1000000,45.0,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,2000000,30.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,3000000,35.625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,4000000,29.21875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,5000000,33.59375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,6000000,36.5625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,7000000,33.28125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,8000000,35.15625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,9000000,45.3125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-45,10000000,40.78125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,7
-46,1000000,447.8125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,2000000,444.0625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,3000000,739.6094,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,4000000,2161.4062,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,5000000,185.3125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,6000000,5507.7344,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,7000000,6421.6406,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,8000000,5216.5625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,9000000,5514.6094,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-46,10000000,6901.797,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,7
-47,1000000,17.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,2000000,28.125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,3000000,16.71875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,4000000,32.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,5000000,36.25,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,6000000,46.71875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,7000000,52.1875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,8000000,27.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,9000000,51.09375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-47,10000000,17.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,7
-48,1000000,331.25,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,2000000,626.4844,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,3000000,432.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,4000000,389.45312,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,5000000,1172.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,6000000,1947.3438,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,7000000,2673.4375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,8000000,2912.8906,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,9000000,3292.6562,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
-48,10000000,3935.4688,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,7
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-49,2000000,37.03125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,3000000,17.8125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,4000000,17.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,5000000,29.21875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,6000000,17.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,7000000,20.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,8000000,17.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,9000000,18.28125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
-49,10000000,191.875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,7
+45,1000000,45.0,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,2000000,30.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,3000000,35.625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
+45,4000000,29.21875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,7
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+46,1000000,447.8125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
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+46,3000000,739.6094,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,4000000,2161.4062,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,5000000,185.3125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,6000000,5507.7344,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,7000000,6421.6406,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,8000000,5216.5625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,9000000,5514.6094,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+46,10000000,6901.797,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,7
+47,1000000,17.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,2000000,28.125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,3000000,16.71875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,4000000,32.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,5000000,36.25,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,6000000,46.71875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,7000000,52.1875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,8000000,27.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,9000000,51.09375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+47,10000000,17.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,7
+48,1000000,331.25,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,2000000,626.4844,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,3000000,432.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,4000000,389.45312,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,5000000,1172.1875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,6000000,1947.3438,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,7000000,2673.4375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,8000000,2912.8906,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,9000000,3292.6562,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+48,10000000,3935.4688,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,7
+49,1000000,33.75,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,2000000,37.03125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,3000000,17.8125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,4000000,17.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,5000000,29.21875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,6000000,17.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,7000000,20.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,8000000,17.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,9000000,18.28125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
+49,10000000,191.875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,7
 50,1000000,154.84375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
 50,2000000,2535.8594,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
 50,3000000,2463.6719,16,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
 50,8000000,1959.9219,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
 50,9000000,4362.7344,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
 50,10000000,122.03125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,7
-51,1000000,103.75,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,2000000,127.65625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,3000000,139.84375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,4000000,77.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,5000000,164.0625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,6000000,152.03125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,7000000,131.5625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,8000000,53.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,9000000,89.375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-51,10000000,75.15625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,7
-52,1000000,694.4531,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,2000000,3640.1562,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,3000000,4411.4062,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,4000000,4796.953,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,5000000,3610.0,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,6000000,5889.1406,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,7000000,5404.7656,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,8000000,6631.328,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,9000000,6109.6875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
-52,10000000,7960.3906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,7
+51,1000000,103.75,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,2000000,127.65625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,3000000,139.84375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,4000000,77.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,5000000,164.0625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,6000000,152.03125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,7000000,131.5625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,8000000,53.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,9000000,89.375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+51,10000000,75.15625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,7
+52,1000000,694.4531,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,2000000,3640.1562,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,3000000,4411.4062,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,4000000,4796.953,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,5000000,3610.0,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,6000000,5889.1406,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,7000000,5404.7656,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,8000000,6631.328,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,9000000,6109.6875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
+52,10000000,7960.3906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,7
 53,1000000,29.0625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,7
 53,2000000,16.875,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,7
 53,3000000,16.71875,16,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
 54,8000000,116.5625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,7
 54,9000000,220.15625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,7
 54,10000000,459.0625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,7
-55,1000000,3201.0156,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,2000000,1012.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,3000000,3818.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,4000000,2713.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,5000000,3273.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,6000000,4392.9688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,7000000,5550.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,8000000,3496.0938,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,9000000,3334.1406,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
-55,10000000,3522.9688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,7
+55,1000000,3201.0156,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,2000000,1012.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,3000000,3818.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,4000000,2713.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,5000000,3273.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,6000000,4392.9688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,7000000,5550.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,8000000,3496.0938,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,9000000,3334.1406,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
+55,10000000,3522.9688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,7
 56,1000000,171.09375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
 56,2000000,717.1094,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
 56,3000000,925.78125,32,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
 56,8000000,159.21875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
 56,9000000,67.8125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
 56,10000000,74.0625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,7
-57,1000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,2000000,16.875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,3000000,40.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,4000000,17.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,5000000,27.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,6000000,16.71875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,7000000,52.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,8000000,41.09375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,9000000,27.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
-57,10000000,29.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,7
+57,1000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,2000000,16.875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,3000000,40.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,4000000,17.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,5000000,27.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,6000000,16.71875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,7000000,52.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,8000000,41.09375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,9000000,27.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
+57,10000000,29.53125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,7
 58,1000000,253.125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
 58,2000000,186.71875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
 58,3000000,149.53125,16,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
 58,8000000,25.0,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
 58,9000000,661.7969,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
 58,10000000,39.84375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,7
-59,1000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,2000000,16.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,3000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,4000000,42.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,5000000,27.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,6000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,7000000,30.15625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,8000000,17.03125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,9000000,27.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-59,10000000,49.375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,7
-60,1000000,264.21875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,2000000,237.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,3000000,114.0625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,4000000,127.03125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,5000000,178.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,6000000,310.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,7000000,243.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,8000000,4007.1094,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,9000000,4361.328,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
-60,10000000,3378.125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,7
+59,1000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,2000000,16.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,3000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,4000000,42.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,5000000,27.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,6000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,7000000,30.15625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,8000000,17.03125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,9000000,27.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+59,10000000,49.375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,7
+60,1000000,264.21875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,2000000,237.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,3000000,114.0625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,4000000,127.03125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,5000000,178.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,6000000,310.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,7000000,243.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,8000000,4007.1094,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,9000000,4361.328,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
+60,10000000,3378.125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,7
 61,1000000,204.375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
 61,2000000,4398.5156,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
 61,3000000,4925.9375,32,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
 61,8000000,8025.1562,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
 61,9000000,7944.5312,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
 61,10000000,8095.9375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,7
-62,1000000,29.0625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,2000000,28.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,3000000,28.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,4000000,27.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,5000000,27.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,6000000,31.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,7000000,30.15625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,8000000,27.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,9000000,27.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
-62,10000000,29.53125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,7
+62,1000000,29.0625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,2000000,28.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,3000000,28.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,4000000,27.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,5000000,27.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,6000000,31.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,7000000,30.15625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,8000000,27.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,9000000,27.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
+62,10000000,29.53125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,7
 63,1000000,29.0625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
 63,2000000,49.375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
 63,3000000,16.71875,32,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
 63,8000000,17.03125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
 63,9000000,27.96875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
 63,10000000,17.65625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,7
-64,1000000,825.3906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,2000000,2061.0938,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
-64,3000000,895.7031,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
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-64,5000000,5123.828,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,7
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+64,3000000,895.7031,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,4000000,3419.4531,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,5000000,5123.828,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,6000000,6256.6406,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,7000000,7351.328,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,8000000,7134.1406,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,9000000,5722.6562,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
+64,10000000,8163.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,7
 65,1000000,206.09375,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,7
 65,2000000,907.1094,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,7
 65,3000000,1045.9375,16,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
 66,8000000,2347.1875,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,7
 66,9000000,7605.2344,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,7
 66,10000000,5813.5156,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,7
-67,1000000,29.0625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,2000000,28.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,3000000,28.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,4000000,27.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,5000000,27.8125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,6000000,31.5625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,7000000,30.15625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,8000000,27.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,9000000,27.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
-67,10000000,29.53125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,7
+67,1000000,29.0625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,2000000,28.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,3000000,28.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,4000000,27.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,5000000,27.8125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,6000000,31.5625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,7000000,30.15625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,8000000,27.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,9000000,27.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
+67,10000000,29.53125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,7
 68,1000000,320.46875,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,7
 68,2000000,507.1875,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,7
 68,3000000,184.6875,16,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
 70,8000000,1025.7812,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,7
 70,9000000,917.96875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,7
 70,10000000,103.28125,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,7
-71,1000000,196.40625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,2000000,509.14062,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,3000000,2603.8281,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,4000000,2501.7188,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,5000000,4008.125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,6000000,4331.0156,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,7000000,4229.453,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,8000000,5178.5156,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,9000000,4895.2344,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-71,10000000,4030.2344,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,7
-72,1000000,29.0625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,7
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+73,1000000,29.0625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,2000000,28.125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,3000000,28.125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,4000000,27.03125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,5000000,27.8125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,6000000,31.5625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,7000000,30.15625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,8000000,27.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,9000000,27.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+73,10000000,29.53125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,7
+74,1000000,217.65625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,2000000,3110.2344,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,3000000,291.25,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,4000000,4652.3438,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,5000000,3999.6875,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,6000000,4488.9062,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,7000000,3967.5,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,8000000,2370.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,9000000,414.0625,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
+74,10000000,4877.2656,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,7
 75,1000000,42.34375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,7
 75,2000000,28.125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,7
 75,3000000,16.71875,64,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
 76,8000000,388.59375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,7
 76,9000000,310.9375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,7
 76,10000000,212.1875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,7
-77,1000000,17.65625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,2000000,16.875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,3000000,16.71875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,4000000,17.8125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,5000000,46.71875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,6000000,16.71875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,7000000,17.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,8000000,27.65625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,9000000,17.03125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
-77,10000000,39.21875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,7
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-79,1000000,644.0625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
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-79,5000000,4714.6875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,7
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+77,1000000,17.65625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,7
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+78,1000000,335.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,2000000,326.25,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
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+78,8000000,3340.625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,9000000,3337.1094,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+78,10000000,3868.4375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,7
+79,1000000,644.0625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,7
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+81,10000000,17.03125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,7
 82,1000000,525.46875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
 82,2000000,272.34375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
 82,3000000,2494.7656,64,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
 82,8000000,6530.078,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
 82,9000000,5895.2344,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
 82,10000000,7485.8594,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,7
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+84,1000000,161.09375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
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+84,7000000,7743.828,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,8000000,4898.5938,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,9000000,5948.9062,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+84,10000000,5620.3125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,7
+85,1000000,42.34375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,2000000,49.375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
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+85,4000000,32.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,5000000,27.8125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,6000000,16.71875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,7000000,42.03125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,8000000,17.03125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,9000000,17.03125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+85,10000000,17.65625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,7
+86,1000000,87.34375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,2000000,117.1875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,3000000,2127.5,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,4000000,4762.9688,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,5000000,827.4219,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,6000000,5995.0,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,7000000,5056.0938,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,8000000,4823.2812,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,9000000,4998.3594,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
+86,10000000,4550.7812,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,7
 87,1000000,694.0625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
 87,2000000,3899.375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
 87,3000000,42.03125,16,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
 87,8000000,3605.0,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
 87,9000000,161.40625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
 87,10000000,24.0625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,7
-88,1000000,508.125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,2000000,967.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,3000000,63.75,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,4000000,182.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,5000000,29.53125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,6000000,958.6719,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,7000000,342.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,8000000,195.78125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,9000000,232.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
-88,10000000,47.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,7
+88,1000000,508.125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,2000000,967.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,3000000,63.75,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,4000000,182.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,5000000,29.53125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,6000000,958.6719,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,7000000,342.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,8000000,195.78125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,9000000,232.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
+88,10000000,47.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,7
 89,1000000,536.25,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
 89,2000000,777.1875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
 89,3000000,892.96875,64,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
 89,8000000,4282.2656,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
 89,9000000,1153.6719,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
 89,10000000,2897.1094,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,7
-90,1000000,20.15625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,2000000,67.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,3000000,138.90625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,4000000,132.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,5000000,160.46875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,6000000,105.9375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,7000000,95.78125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,8000000,121.71875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,9000000,109.53125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
-90,10000000,107.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,7
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-91,10000000,3460.2344,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,7
-92,1000000,140.15625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,7
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+91,7000000,2821.875,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
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+91,10000000,3460.2344,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,7
+92,1000000,140.15625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,2000000,1122.5781,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,3000000,4857.2656,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,4000000,745.625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,5000000,3751.7188,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,6000000,630.0781,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,7000000,825.0781,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,8000000,16.875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,9000000,45.9375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
+92,10000000,176.71875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,7
 93,1000000,82.96875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
 93,2000000,448.67188,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
 93,3000000,260.78125,32,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
 93,8000000,39.84375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
 93,9000000,132.8125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
 93,10000000,17.1875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,7
-94,1000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,2000000,16.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
-94,3000000,16.71875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,7
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+94,1000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,2000000,16.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
+94,3000000,16.71875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,7
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+95,1000000,486.875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,2000000,1358.9844,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,3000000,1511.0156,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,4000000,2444.6094,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,5000000,2591.1719,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
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+95,7000000,2456.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,8000000,3706.1719,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,9000000,3756.4844,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+95,10000000,3898.3594,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,7
+96,1000000,28.75,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,2000000,759.0625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,3000000,27.5,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,4000000,610.0,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,5000000,153.28125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,6000000,116.40625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,7000000,293.90625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,8000000,170.0,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,9000000,476.79688,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
+96,10000000,276.71875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,7
 97,1000000,17.65625,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,7
 97,2000000,16.875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,7
 97,3000000,16.71875,16,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
 98,8000000,17.03125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,7
 98,9000000,17.03125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,7
 98,10000000,17.65625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,7
-99,1000000,202.42188,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,2000000,443.98438,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,3000000,203.59375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,4000000,200.0,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,5000000,314.84375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,6000000,277.34375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,7000000,189.0625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,8000000,292.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,9000000,1212.9688,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
-99,10000000,436.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,7
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-100,10000000,72.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,7
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+99,1000000,202.42188,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,2000000,443.98438,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
+99,3000000,203.59375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
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+99,9000000,1212.9688,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,7
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+100,9000000,114.21875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+100,10000000,72.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,7
+101,1000000,160.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,2000000,323.98438,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,3000000,329.53125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,4000000,456.64062,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,5000000,233.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,6000000,413.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,7000000,573.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,8000000,547.96875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,9000000,593.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
+101,10000000,207.03125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,7
 102,1000000,1409.6875,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,7
 102,2000000,2774.6094,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,7
 102,3000000,3467.7344,64,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
 104,8000000,374.14062,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,7
 104,9000000,222.1875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,7
 104,10000000,413.28125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,7
-105,1000000,42.34375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,7
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 110,1000000,17.65625,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,7
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@@ -6239,36 +6239,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 111,8000000,17.03125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,7
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 111,10000000,17.65625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,7
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 115,1000000,340.0,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
 115,2000000,298.59375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
 115,3000000,887.8125,64,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
 115,8000000,28.125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
 115,9000000,145.0,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
 115,10000000,1141.875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,7
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 118,1000000,376.5625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
 118,2000000,628.8281,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
 118,3000000,1455.0781,16,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
 118,8000000,1920.7812,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
 118,9000000,2507.7344,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
 118,10000000,2535.0781,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,7
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@@ -6369,136 +6369,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,3925.1562,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,7
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+137,9000000,17.03125,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
+137,10000000,39.21875,64,False,799159,0.53899641,0.01058468,3138,0.04795811,True,,,,941.0,7
 138,1000000,556.6406,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
 138,2000000,449.29688,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
 138,3000000,674.7656,64,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
 138,8000000,520.3906,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
 138,9000000,143.59375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
 138,10000000,460.9375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,7
-139,1000000,115.625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,2000000,207.5,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,3000000,306.25,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,4000000,144.21875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,5000000,174.53125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
-139,6000000,181.40625,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,7
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+143,4000000,32.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
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+143,7000000,42.03125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
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+143,9000000,17.03125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
+143,10000000,17.65625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,7
 144,1000000,102.8125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
 144,2000000,281.5625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
 144,3000000,42.03125,16,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
 144,8000000,256.25,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
 144,9000000,286.25,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
 144,10000000,31.71875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,7
-145,1000000,52.65625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,2000000,39.84375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
-145,3000000,16.71875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
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-145,5000000,15.78125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
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-145,7000000,17.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
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-145,10000000,39.21875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,7
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+147,6000000,31.5625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,7000000,17.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,8000000,41.09375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,9000000,51.09375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
+147,10000000,17.65625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,7
 148,1000000,29.0625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
 148,2000000,16.875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
 148,3000000,16.71875,32,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
 148,8000000,17.03125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
 148,9000000,17.03125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
 148,10000000,29.53125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,7
-149,1000000,35.46875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,2000000,275.15625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,3000000,257.34375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,4000000,313.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,5000000,1604.6094,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
-149,6000000,2087.0312,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,7
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+149,8000000,510.46875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,9000000,205.3125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
+149,10000000,562.8125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,7
 150,1000000,391.09375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
 150,2000000,614.1406,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
 150,3000000,627.4219,32,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
 150,8000000,2175.3906,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
 150,9000000,2124.4531,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
 150,10000000,3327.6562,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,7
-151,1000000,197.8125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,2000000,120.15625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,3000000,16.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,4000000,27.03125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
-151,5000000,17.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,7
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+152,10000000,1993.4375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,7
 153,1000000,134.21875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,7
 153,2000000,150.9375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,7
 153,3000000,91.25,32,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
 154,8000000,7582.2656,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,7
 154,9000000,5778.672,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,7
 154,10000000,6833.9062,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,7
-155,1000000,289.21875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,2000000,224.6875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,3000000,168.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,4000000,186.25,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,5000000,115.46875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,6000000,109.375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,7000000,164.375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
-155,8000000,228.90625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,7
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 156,1000000,177.65625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
 156,2000000,697.1094,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
 156,3000000,935.625,32,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
 156,8000000,3420.4688,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
 156,9000000,121.71875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
 156,10000000,208.90625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,7
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 167,1000000,846.875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
 167,2000000,1426.7969,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
 167,3000000,3031.0938,32,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
 167,8000000,4762.5,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
 167,9000000,4897.2656,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
 167,10000000,7373.5156,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,7
-168,1000000,460.9375,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,7
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 170,1000000,150.625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,7
 170,2000000,257.5,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,7
 170,3000000,224.84375,32,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
 171,8000000,353.75,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,7
 171,9000000,251.09375,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,7
 171,10000000,304.29688,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,7
-172,1000000,17.65625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,7
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 174,1000000,194.53125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
 174,2000000,310.9375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
 174,3000000,1307.1094,64,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
 174,8000000,205.9375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
 174,9000000,168.75,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
 174,10000000,412.8125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,7
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 176,1000000,226.09375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
 176,2000000,215.0,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
 176,3000000,652.1875,16,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
 176,8000000,768.59375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
 176,9000000,28.28125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
 176,10000000,28.125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,7
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 178,1000000,17.65625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,7
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@@ -6909,166 +6909,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,17.03125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,7
 178,9000000,17.03125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,7
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 195,1000000,29.0625,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,7
 195,2000000,49.375,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,7
 195,3000000,16.71875,16,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
 196,8000000,17.03125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,7
 196,9000000,43.125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,7
 196,10000000,17.65625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,7
-197,1000000,132.8125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,2000000,44.53125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,3000000,671.25,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,4000000,143.59375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,5000000,21.25,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,6000000,135.0,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,7000000,1561.9531,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,8000000,43.4375,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,9000000,6053.047,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-197,10000000,3832.8125,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,7
-198,1000000,688.2031,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
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-198,10000000,4711.953,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,NaN,NaN,NaN,1895.0,7
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+198,7000000,3842.6562,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,8000000,4564.6875,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,9000000,4345.9375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
+198,10000000,4711.953,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,7
 199,1000000,42.34375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
 199,2000000,28.125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
 199,3000000,28.125,16,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
 199,8000000,17.03125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
 199,9000000,17.03125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
 199,10000000,17.65625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,7
-200,1000000,17.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,2000000,16.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,3000000,16.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,4000000,17.8125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,5000000,15.78125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,6000000,56.5625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,7000000,17.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,8000000,41.09375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,9000000,43.125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
-200,10000000,29.53125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,7
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+200,7000000,17.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,8000000,41.09375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,9000000,43.125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
+200,10000000,29.53125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,7
 201,1000000,1994.9219,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
 201,2000000,3298.5156,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
 201,3000000,5110.3125,64,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
 201,8000000,6180.3125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
 201,9000000,8512.969,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
 201,10000000,7696.0156,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,7
-202,1000000,316.71875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,2000000,296.71875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,3000000,471.79688,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,4000000,859.0625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,5000000,483.67188,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,6000000,565.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,7000000,633.8281,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,8000000,853.3594,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
-202,9000000,906.9531,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,7
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-203,3000000,274.84375,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
-203,4000000,788.0469,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,NaN,7
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 204,1000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
 204,2000000,28.125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
 204,3000000,16.71875,32,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
 204,8000000,17.03125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
 204,9000000,17.03125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
 204,10000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,7
-205,1000000,17.65625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,2000000,16.875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,3000000,16.71875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,4000000,27.03125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,5000000,15.78125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,6000000,16.71875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,7000000,17.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
-205,8000000,41.09375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,7
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 210,1000000,80.46875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,7
 210,2000000,325.625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,7
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@@ -7229,36 +7229,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 214,1000000,42.34375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
 214,2000000,28.125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
 214,3000000,28.125,16,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
 214,8000000,27.65625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
 214,9000000,17.03125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
 214,10000000,17.65625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,7
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@@ -7369,16 +7369,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,161.875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,7
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@@ -7399,66 +7399,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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@@ -7489,56 +7489,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+241,7000000,404.0625,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
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+241,10000000,139.375,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,7
 242,1000000,300.0,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
 242,2000000,195.15625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
 242,3000000,20.15625,64,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
 242,8000000,28.59375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
 242,9000000,27.65625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
 242,10000000,291.09375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,7
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 246,1000000,29.0625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
 246,2000000,16.875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
 246,3000000,16.71875,32,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
 246,8000000,27.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
 246,9000000,17.03125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
 246,10000000,17.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,7
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-247,2000000,774.2969,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,7
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 251,1000000,317.57812,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
 251,2000000,268.59375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
 251,3000000,458.59375,16,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
 251,8000000,291.71875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
 251,9000000,379.375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
 251,10000000,396.09375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,7
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 253,1000000,390.78125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
 253,2000000,177.1875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
 253,3000000,92.5,16,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
 253,8000000,73.28125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
 253,9000000,120.0,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
 253,10000000,34.53125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,7
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+3,6000000,83.125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,7000000,204.53125,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,8000000,101.71875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,9000000,1153.0469,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
+3,10000000,100.0,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,6
 4,1000000,17.8125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,6
 4,2000000,28.28125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,6
 4,3000000,16.5625,16,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
 5,8000000,1519.2188,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,6
 5,9000000,1622.2656,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,6
 5,10000000,1394.2969,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,6
-6,1000000,1917.4219,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,2000000,4301.25,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,3000000,5552.2656,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,4000000,4191.0156,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,5000000,4886.5625,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,6000000,4840.078,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,7000000,7251.0156,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,8000000,5850.703,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,9000000,7069.297,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-6,10000000,6284.297,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,6
-7,1000000,355.85938,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,2000000,26.5625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,3000000,16.25,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,4000000,107.1875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,5000000,42.03125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,6000000,36.875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,7000000,50.15625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,8000000,41.875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,9000000,17.34375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
-7,10000000,17.65625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,6
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-8,2000000,145.15625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,3000000,16.5625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,4000000,18.125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,5000000,15.625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,6000000,17.1875,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,7000000,83.59375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,8000000,42.65625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,9000000,38.125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-8,10000000,38.75,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,6
-9,1000000,17.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
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-9,10000000,17.34375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,6
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-10,10000000,2052.1094,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,6
+6,1000000,1917.4219,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,6
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+8,10000000,38.75,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,6
+9,1000000,17.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,2000000,17.03125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,3000000,16.5625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,4000000,27.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,5000000,15.625,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,6000000,17.1875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,7000000,17.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,8000000,17.1875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,9000000,17.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+9,10000000,17.34375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,6
+10,1000000,978.75,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,2000000,625.15625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,3000000,3767.1875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,4000000,336.71875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,5000000,4592.1094,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,6000000,1626.7188,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,7000000,3987.8125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,8000000,1027.2656,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,9000000,5362.7344,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
+10,10000000,2052.1094,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,6
 11,1000000,168.4375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
 11,2000000,21.875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
 11,3000000,231.09375,16,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
 11,8000000,3594.6094,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
 11,9000000,359.21875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
 11,10000000,141.25,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,6
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+13,8000000,81.875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,9000000,30.78125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
+13,10000000,30.0,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,6
 14,1000000,617.7344,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
 14,2000000,2763.6719,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
 14,3000000,120.9375,64,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
 14,8000000,285.3125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
 14,9000000,271.875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
 14,10000000,284.53125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,6
-15,1000000,28.59375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,2000000,28.28125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,3000000,28.125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,4000000,27.8125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,5000000,28.4375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
-15,6000000,31.40625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,6
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+16,7000000,4751.953,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
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+16,10000000,5838.9062,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,6
 17,1000000,72.34375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
 17,2000000,328.28125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
 17,3000000,239.53125,16,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
 17,8000000,226.25,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
 17,9000000,760.46875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
 17,10000000,2109.7656,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,6
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-18,2000000,28.28125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
-18,3000000,41.71875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,6
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+19,9000000,101.5625,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
+19,10000000,134.375,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,6
 20,1000000,17.8125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
 20,2000000,17.03125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
 20,3000000,16.5625,64,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
 20,8000000,27.8125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
 20,9000000,17.8125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
 20,10000000,17.34375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,6
-21,1000000,20.46875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
-21,2000000,24.375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,6
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 28,3000000,718.59375,16,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
 28,8000000,267.10938,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,6
 28,9000000,122.65625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,6
 28,10000000,148.90625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,6
-29,1000000,114.84375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,2000000,26.5625,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,3000000,117.8125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,4000000,235.9375,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
-29,5000000,17.1875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,6
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 34,1000000,355.46875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
 34,2000000,686.7969,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
 34,3000000,886.09375,32,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
 34,8000000,2868.3594,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
 34,9000000,3309.5312,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
 34,10000000,3335.2344,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,6
-35,1000000,79.21875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
-35,2000000,17.03125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,6
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+41,6000000,119.84375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,7000000,37.34375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,8000000,17.1875,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,9000000,17.03125,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+41,10000000,36.09375,64,True,552537,0.63582638,0.00018933,13776,0.05043428,False,0.31727702,0.37930452,1.259e-05,,6
+42,1000000,661.6406,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,2000000,3856.6406,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,3000000,4901.6406,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,4000000,4989.1406,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,5000000,4964.297,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,6000000,7624.2188,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,7000000,9549.0625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,8000000,8262.891,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,9000000,10116.406,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+42,10000000,8600.625,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,6
+43,1000000,33.90625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,2000000,56.09375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,3000000,239.84375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,4000000,85.15625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,5000000,301.17188,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,6000000,180.3125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,7000000,77.8125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,8000000,231.40625,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,9000000,17.8125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
+43,10000000,17.5,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,6
 44,1000000,376.71875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
 44,2000000,682.8906,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
 44,3000000,213.90625,16,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
 44,8000000,126.25,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
 44,9000000,20.0,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
 44,10000000,23.4375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,6
-45,1000000,51.71875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,2000000,39.53125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,3000000,34.84375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,4000000,37.1875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,5000000,36.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,6000000,40.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,7000000,31.25,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,8000000,31.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,9000000,32.96875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-45,10000000,33.125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,6
-46,1000000,273.75,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,2000000,208.125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,3000000,2261.25,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,4000000,455.07812,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,5000000,3138.9844,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,6000000,1408.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,7000000,4874.0625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,8000000,4262.0312,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,9000000,6387.1094,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-46,10000000,4669.297,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,6
-47,1000000,17.8125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,2000000,17.03125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,3000000,16.5625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,4000000,34.375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,5000000,15.625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,6000000,31.40625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,7000000,41.40625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,8000000,17.1875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,9000000,17.8125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-47,10000000,17.34375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,6
-48,1000000,183.59375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,2000000,478.98438,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,3000000,706.6406,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,4000000,359.53125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,5000000,1589.1406,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,6000000,1792.5781,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,7000000,1681.9531,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,8000000,4513.672,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,9000000,4465.625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-48,10000000,3072.5781,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,6
-49,1000000,51.71875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,2000000,17.03125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,3000000,16.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,4000000,18.125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,5000000,15.625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,6000000,36.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,7000000,44.84375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,8000000,17.1875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,9000000,17.8125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
-49,10000000,17.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,6
+45,1000000,51.71875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,2000000,39.53125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,3000000,34.84375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,4000000,37.1875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,5000000,36.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,6000000,40.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,7000000,31.25,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,8000000,31.40625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,9000000,32.96875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+45,10000000,33.125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,6
+46,1000000,273.75,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,2000000,208.125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,3000000,2261.25,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,4000000,455.07812,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,5000000,3138.9844,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,6000000,1408.4375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,7000000,4874.0625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,8000000,4262.0312,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,9000000,6387.1094,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+46,10000000,4669.297,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,6
+47,1000000,17.8125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,2000000,17.03125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,3000000,16.5625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,4000000,34.375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,5000000,15.625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,6000000,31.40625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,7000000,41.40625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,8000000,17.1875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,9000000,17.8125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+47,10000000,17.34375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,6
+48,1000000,183.59375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,2000000,478.98438,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,3000000,706.6406,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,4000000,359.53125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,5000000,1589.1406,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,6000000,1792.5781,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,7000000,1681.9531,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,8000000,4513.672,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,9000000,4465.625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+48,10000000,3072.5781,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,6
+49,1000000,51.71875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,2000000,17.03125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,3000000,16.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,4000000,18.125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,5000000,15.625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,6000000,36.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,7000000,44.84375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,8000000,17.1875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,9000000,17.8125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
+49,10000000,17.34375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,6
 50,1000000,391.875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
 50,2000000,17.03125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
 50,3000000,65.9375,16,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
 50,8000000,104.21875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
 50,9000000,210.46875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
 50,10000000,39.375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,6
-51,1000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,2000000,28.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,3000000,50.625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,4000000,18.125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,5000000,15.625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,6000000,17.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,7000000,17.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,8000000,27.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,9000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-51,10000000,17.34375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,6
-52,1000000,636.71875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,2000000,1596.875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,3000000,4541.6406,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,4000000,4629.8438,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,5000000,4816.0938,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,6000000,4832.8906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,7000000,4606.953,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,8000000,4485.7812,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,9000000,4010.4688,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
-52,10000000,5072.0312,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,6
+51,1000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,2000000,28.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,3000000,50.625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,4000000,18.125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,5000000,15.625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,6000000,17.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,7000000,17.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,8000000,27.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,9000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+51,10000000,17.34375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,6
+52,1000000,636.71875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,2000000,1596.875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,3000000,4541.6406,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,4000000,4629.8438,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,5000000,4816.0938,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,6000000,4832.8906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,7000000,4606.953,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,8000000,4485.7812,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,9000000,4010.4688,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
+52,10000000,5072.0312,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,6
 53,1000000,51.71875,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,6
 53,2000000,48.28125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,6
 53,3000000,41.71875,16,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
 54,8000000,270.15625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,6
 54,9000000,331.40625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,6
 54,10000000,269.0625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,6
-55,1000000,2365.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,2000000,4103.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,3000000,4328.5156,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,4000000,1737.4219,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,5000000,663.9844,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,6000000,5121.6406,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,7000000,1224.2969,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,8000000,5113.125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,9000000,3586.7969,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
-55,10000000,4103.203,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,6
+55,1000000,2365.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,2000000,4103.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,3000000,4328.5156,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,4000000,1737.4219,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,5000000,663.9844,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,6000000,5121.6406,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,7000000,1224.2969,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,8000000,5113.125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,9000000,3586.7969,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
+55,10000000,4103.203,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,6
 56,1000000,28.59375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
 56,2000000,17.03125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
 56,3000000,16.5625,32,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
 56,8000000,17.1875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
 56,9000000,27.8125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
 56,10000000,17.34375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,6
-57,1000000,41.09375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,2000000,48.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,3000000,16.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,4000000,27.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,5000000,15.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,6000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,7000000,41.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,8000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,9000000,40.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
-57,10000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,6
+57,1000000,41.09375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,2000000,48.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,3000000,16.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,4000000,27.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,5000000,15.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,6000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,7000000,41.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,8000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,9000000,40.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
+57,10000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,6
 58,1000000,122.8125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
 58,2000000,449.21875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
 58,3000000,253.4375,16,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
 58,8000000,1496.6406,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
 58,9000000,191.40625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
 58,10000000,186.25,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,6
-59,1000000,41.09375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,2000000,28.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,3000000,16.5625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,4000000,27.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,5000000,15.625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,6000000,43.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,7000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,8000000,27.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,9000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-59,10000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,6
-60,1000000,85.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,2000000,144.375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,3000000,482.34375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,4000000,925.5469,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,5000000,2131.0156,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,6000000,3418.9062,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,7000000,499.53125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,8000000,205.15625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,9000000,4708.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
-60,10000000,5217.578,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,6
+59,1000000,41.09375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,2000000,28.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,3000000,16.5625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,4000000,27.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,5000000,15.625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,6000000,43.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,7000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,8000000,27.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,9000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+59,10000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,6
+60,1000000,85.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,2000000,144.375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,3000000,482.34375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,4000000,925.5469,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,5000000,2131.0156,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,6000000,3418.9062,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,7000000,499.53125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,8000000,205.15625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,9000000,4708.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
+60,10000000,5217.578,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,6
 61,1000000,1333.8281,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
 61,2000000,4040.3125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
 61,3000000,5233.672,32,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
 61,8000000,5676.25,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
 61,9000000,10503.125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
 61,10000000,4913.2812,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,6
-62,1000000,70.78125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,2000000,48.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,3000000,50.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,4000000,18.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,5000000,38.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,6000000,54.375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,7000000,51.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
-62,8000000,73.59375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
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-62,10000000,25.3125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,6
+62,1000000,70.78125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,2000000,48.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
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+62,4000000,18.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
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+62,6000000,54.375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,7000000,51.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,8000000,73.59375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,9000000,17.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
+62,10000000,25.3125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,6
 63,1000000,51.71875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
 63,2000000,17.03125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
 63,3000000,28.125,32,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
 63,8000000,17.1875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
 63,9000000,40.625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
 63,10000000,38.90625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,6
-64,1000000,1209.2188,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,2000000,2852.8906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,3000000,4363.125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,4000000,5103.5938,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,5000000,4993.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,6000000,5720.078,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,7000000,5832.8906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,8000000,7013.5156,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,9000000,6998.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
-64,10000000,8930.9375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,6
+64,1000000,1209.2188,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,2000000,2852.8906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,3000000,4363.125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,4000000,5103.5938,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,5000000,4993.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,6000000,5720.078,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,7000000,5832.8906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,8000000,7013.5156,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,9000000,6998.4375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
+64,10000000,8930.9375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,6
 65,1000000,306.71875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,6
 65,2000000,1296.5625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,6
 65,3000000,1363.125,16,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
 66,8000000,4592.7344,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,6
 66,9000000,1887.5781,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,6
 66,10000000,5319.297,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,6
-67,1000000,17.8125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,2000000,17.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,3000000,16.5625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,4000000,18.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,5000000,15.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,6000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
-67,7000000,17.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
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-67,10000000,17.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,6
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+67,2000000,17.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,3000000,16.5625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,4000000,18.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,5000000,15.625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,6000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,7000000,17.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,8000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,9000000,17.8125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
+67,10000000,17.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,6
 68,1000000,97.96875,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,6
 68,2000000,142.34375,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,6
 68,3000000,38.28125,16,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
 70,8000000,1603.0469,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,6
 70,9000000,6044.453,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,6
 70,10000000,4754.922,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,6
-71,1000000,367.03125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,2000000,1067.1875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,3000000,2263.8281,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
-71,4000000,2662.5781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,6
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+74,10000000,9568.281,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,6
 75,1000000,17.8125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,6
 75,2000000,28.28125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,6
 75,3000000,16.5625,64,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
 76,8000000,262.34375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,6
 76,9000000,266.71875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,6
 76,10000000,337.42188,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,6
-77,1000000,41.09375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,2000000,17.03125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,3000000,16.5625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,4000000,18.125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,5000000,28.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,6000000,17.1875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,7000000,51.71875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,8000000,17.1875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
-77,9000000,17.8125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,6
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+78,10000000,4151.797,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,6
+79,1000000,1090.7812,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,6
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+80,6000000,272.8125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
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+80,9000000,2498.0469,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+80,10000000,3101.7969,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,6
+81,1000000,23.125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,2000000,121.40625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,3000000,28.125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,4000000,198.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,5000000,116.5625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,6000000,162.03125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,7000000,22.1875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,8000000,38.75,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,9000000,47.03125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
+81,10000000,29.21875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,6
 82,1000000,305.15625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
 82,2000000,259.6875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
 82,3000000,458.75,64,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
 82,8000000,5291.7188,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
 82,9000000,5177.9688,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
 82,10000000,7001.875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,6
-83,1000000,290.0,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,6
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+86,10000000,7031.25,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,6
 87,1000000,1133.4375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
 87,2000000,280.15625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
 87,3000000,627.1875,16,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
 87,8000000,4925.0,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
 87,9000000,113.75,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
 87,10000000,2325.4688,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,6
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-88,2000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,3000000,16.5625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
-88,4000000,18.125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,6
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+88,7000000,17.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
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+88,9000000,17.8125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
+88,10000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,6
 89,1000000,234.84375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
 89,2000000,948.6719,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
 89,3000000,751.9531,64,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
 89,8000000,3919.0625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
 89,9000000,4835.078,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
 89,10000000,4352.1094,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,6
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+91,1000000,515.2344,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
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+91,10000000,1929.0625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,6
+92,1000000,78.125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,2000000,271.71875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,3000000,271.09375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,4000000,1014.4531,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,5000000,61.40625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,6000000,45.46875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,7000000,2050.0781,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,8000000,2858.5156,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,9000000,60.9375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
+92,10000000,68.4375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,6
 93,1000000,213.90625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
 93,2000000,232.5,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
 93,3000000,238.59375,32,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
 93,8000000,286.40625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
 93,9000000,457.42188,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
 93,10000000,116.875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,6
-94,1000000,17.8125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,2000000,38.75,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,3000000,41.71875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,4000000,34.375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,5000000,15.625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,6000000,17.1875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,7000000,17.5,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,8000000,43.125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,9000000,27.8125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-94,10000000,17.34375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,6
-95,1000000,356.25,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,2000000,1037.2656,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,3000000,1393.6719,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,4000000,1443.5938,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,5000000,2461.6406,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
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-95,7000000,2864.375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,8000000,3675.0781,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,9000000,3961.4062,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
-95,10000000,4669.922,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,6
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+94,1000000,17.8125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,6
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+96,7000000,317.8125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,8000000,114.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,9000000,20.0,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
+96,10000000,87.8125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,6
 97,1000000,28.59375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,6
 97,2000000,17.03125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,6
 97,3000000,16.5625,16,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
 98,8000000,17.1875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,6
 98,9000000,40.625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,6
 98,10000000,17.34375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,6
-99,1000000,170.3125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,2000000,370.70312,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,3000000,187.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,4000000,87.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,5000000,314.14062,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,6000000,1390.2344,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,7000000,543.6719,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,8000000,1418.8281,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,9000000,382.8125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
-99,10000000,166.71875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,6
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-100,2000000,43.90625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,3000000,61.25,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,4000000,153.4375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,5000000,130.0,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,6000000,82.03125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,7000000,75.3125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,8000000,75.0,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,9000000,63.59375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-100,10000000,71.71875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,6
-101,1000000,292.5,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,2000000,1186.6406,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,3000000,407.96875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,4000000,523.6719,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
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-101,7000000,22.65625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,8000000,150.46875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,9000000,319.0625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
-101,10000000,92.65625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,6
+99,1000000,170.3125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,2000000,370.70312,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,3000000,187.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,4000000,87.1875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,5000000,314.14062,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,6000000,1390.2344,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,7000000,543.6719,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,8000000,1418.8281,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,9000000,382.8125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
+99,10000000,166.71875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,6
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 102,1000000,902.2656,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,6
 102,2000000,2137.2656,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,6
 102,3000000,4232.1094,64,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
 104,8000000,122.34375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,6
 104,9000000,26.875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,6
 104,10000000,738.28125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,6
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-105,2000000,17.03125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,6
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 110,1000000,17.8125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,6
 110,2000000,17.03125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,6
 110,3000000,41.71875,32,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
 111,8000000,17.1875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,6
 111,9000000,40.625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,6
 111,10000000,38.90625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,6
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-112,3000000,280.54688,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,6
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 115,1000000,167.65625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
 115,2000000,104.84375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
 115,3000000,226.5625,64,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
 115,8000000,85.9375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
 115,9000000,77.34375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
 115,10000000,42.34375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,6
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 118,1000000,428.59375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
 118,2000000,386.71875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
 118,3000000,1075.0781,16,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
 118,8000000,1173.9062,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
 118,9000000,2229.4531,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
 118,10000000,2571.4844,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,6
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@@ -8929,136 +8929,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 138,1000000,179.6875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,6
 138,2000000,737.5,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,6
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@@ -9069,56 +9069,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+143,6000000,54.375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,7000000,51.71875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,8000000,43.125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,9000000,17.8125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
+143,10000000,17.34375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,6
 144,1000000,1015.15625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
 144,2000000,4152.1094,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
 144,3000000,187.8125,16,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
 144,8000000,152.8125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
 144,9000000,83.75,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
 144,10000000,4440.7812,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,6
-145,1000000,17.8125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,2000000,17.03125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,3000000,16.5625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,4000000,18.125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,5000000,15.625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,6000000,17.1875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,7000000,30.0,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,8000000,17.1875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,9000000,40.625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-145,10000000,17.34375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,6
-146,1000000,17.8125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,2000000,98.125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,3000000,87.1875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,4000000,22.1875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,5000000,17.1875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,6000000,16.71875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,7000000,20.9375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,8000000,25.625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,9000000,20.78125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-146,10000000,67.34375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,6
-147,1000000,17.8125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
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-147,10000000,29.6875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,6
+145,1000000,17.8125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,6
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+147,1000000,17.8125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,2000000,61.25,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,3000000,42.34375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,4000000,27.8125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,5000000,17.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,6000000,17.65625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,7000000,17.65625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,8000000,28.59375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,9000000,39.84375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
+147,10000000,29.6875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,6
 148,1000000,28.59375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
 148,2000000,38.75,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
 148,3000000,16.5625,32,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
 148,8000000,17.1875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
 148,9000000,17.8125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
 148,10000000,17.34375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,6
-149,1000000,489.6875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,2000000,625.2344,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,3000000,869.1406,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,4000000,1439.8438,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,5000000,1978.3594,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,6000000,1087.1094,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,7000000,3461.875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,8000000,3101.7188,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,9000000,18.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
-149,10000000,29.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,6
+149,1000000,489.6875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,2000000,625.2344,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,3000000,869.1406,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,4000000,1439.8438,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,5000000,1978.3594,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,6000000,1087.1094,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,7000000,3461.875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,8000000,3101.7188,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,9000000,18.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
+149,10000000,29.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,6
 150,1000000,254.84375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
 150,2000000,981.4844,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
 150,3000000,1138.75,32,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
 150,8000000,2747.5,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
 150,9000000,3234.0625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
 150,10000000,1002.1094,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,6
-151,1000000,293.67188,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,2000000,97.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,3000000,35.15625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,4000000,52.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,5000000,17.03125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,6000000,17.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,7000000,17.65625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,8000000,53.125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,9000000,15.78125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-151,10000000,17.8125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,6
-152,1000000,228.125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
-152,2000000,1091.25,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
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-152,10000000,3972.2656,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,6
+151,1000000,293.67188,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,6
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 153,1000000,64.6875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,6
 153,2000000,187.65625,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,6
 153,3000000,19.21875,32,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
 154,8000000,7610.8594,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,6
 154,9000000,4849.7656,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,6
 154,10000000,6757.7344,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,6
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 156,1000000,327.03125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
 156,2000000,1234.8438,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
 156,3000000,1112.7344,32,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
 156,8000000,1745.5469,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
 156,9000000,2096.1719,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
 156,10000000,65.15625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,6
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 167,1000000,371.71875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
 167,2000000,1238.0469,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
 167,3000000,1863.2031,32,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
 167,8000000,4952.578,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
 167,9000000,4717.8906,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
 167,10000000,4833.75,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,6
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+169,7000000,2015.625,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
+169,8000000,2366.7188,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
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+169,10000000,144.84375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,6
 170,1000000,215.9375,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,6
 170,2000000,123.59375,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,6
 170,3000000,284.84375,32,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
 171,8000000,4697.578,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,6
 171,9000000,4520.4688,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,6
 171,10000000,5008.9062,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,6
-172,1000000,45.9375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,2000000,38.75,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,3000000,104.84375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,4000000,49.6875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,5000000,38.75,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,6000000,51.5625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,7000000,41.875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
-172,8000000,38.75,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
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-172,10000000,40.0,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,6
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-173,3000000,314.375,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,6
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+173,10000000,142.5,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,,6
 174,1000000,141.5625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
 174,2000000,293.90625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
 174,3000000,307.65625,64,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
 174,8000000,171.875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
 174,9000000,458.59375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
 174,10000000,492.5,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,6
-175,1000000,23.90625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,2000000,17.03125,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,3000000,20.46875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
-175,4000000,57.96875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,6
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 176,1000000,442.34375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
 176,2000000,351.875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
 176,3000000,281.71875,16,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
 176,8000000,132.34375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
 176,9000000,52.5,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
 176,10000000,91.875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,6
-177,1000000,28.59375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,2000000,28.28125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,3000000,28.125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,4000000,27.8125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,5000000,28.4375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,6000000,31.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
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-177,8000000,27.8125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,9000000,27.8125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
-177,10000000,29.6875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,6
+177,1000000,28.59375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,2000000,28.28125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,3000000,28.125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,4000000,27.8125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,5000000,28.4375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,6000000,31.40625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,7000000,30.0,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,8000000,27.8125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,9000000,27.8125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
+177,10000000,29.6875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,6
 178,1000000,17.8125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
 178,2000000,28.28125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
 178,3000000,16.5625,64,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
 178,8000000,17.1875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
 178,9000000,17.8125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
 178,10000000,17.34375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,6
-179,1000000,1853.9062,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
-179,2000000,3138.125,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,6
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 195,1000000,17.8125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,6
 195,2000000,17.03125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,6
 195,3000000,16.5625,16,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
 196,8000000,17.1875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,6
 196,9000000,27.8125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,6
 196,10000000,29.6875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,6
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 199,1000000,17.8125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
 199,2000000,28.28125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
 199,3000000,16.5625,16,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
 199,8000000,17.1875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
 199,9000000,17.8125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
 199,10000000,49.375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,6
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 201,1000000,786.71875,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
 201,2000000,4477.8125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
 201,3000000,4191.797,64,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
 201,8000000,6473.047,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
 201,9000000,7057.578,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
 201,10000000,7457.5,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,6
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+203,9000000,1355.0781,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
+203,10000000,881.6406,16,True,97636,0.82846948,1.41e-06,16417,0.13695518,False,0.15844198,0.75654946,7.522e-05,,6
 204,1000000,28.59375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
 204,2000000,48.28125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
 204,3000000,16.5625,32,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
 204,8000000,17.1875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
 204,9000000,40.625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
 204,10000000,17.34375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,6
-205,1000000,17.8125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,2000000,17.03125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,3000000,16.5625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
-205,4000000,34.375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,6
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-207,1000000,1146.875,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,6
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+209,10000000,1386.875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,6
 210,1000000,604.84375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
 210,2000000,137.5,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
 210,3000000,142.1875,16,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
 210,8000000,189.375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
 210,9000000,602.8125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
 210,10000000,22.5,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,6
-211,1000000,51.71875,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
-211,2000000,28.28125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,6
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 214,1000000,51.71875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
 214,2000000,17.03125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
 214,3000000,16.5625,16,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
 214,8000000,17.1875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
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 214,10000000,29.6875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,6
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@@ -9929,16 +9929,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,137.8125,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,6
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@@ -9959,66 +9959,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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@@ -10049,56 +10049,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 242,1000000,143.59375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
 242,2000000,124.375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
 242,3000000,233.04688,64,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
 242,8000000,576.6406,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
 242,9000000,103.4375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
 242,10000000,116.875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,6
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 246,1000000,17.8125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
 246,2000000,17.03125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
 246,3000000,50.625,32,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
 246,8000000,51.875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
 246,9000000,40.625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
 246,10000000,29.6875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,6
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 251,1000000,206.25,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
 251,2000000,328.125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
 251,3000000,395.78125,16,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
 251,8000000,3291.25,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
 251,9000000,1885.8594,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
 251,10000000,207.8125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,6
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 253,1000000,17.8125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,6
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@@ -10219,66 +10219,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 253,8000000,136.09375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,6
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 4,1000000,50.78125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,1
 4,2000000,17.5,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,1
 4,3000000,18.125,16,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
 5,8000000,1362.6562,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,1
 5,9000000,1870.4688,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,1
 5,10000000,1872.8906,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,1
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+10,1000000,198.59375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,2000000,220.3125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,3000000,5251.328,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,4000000,3978.6719,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,5000000,4765.4688,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,6000000,4318.828,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,7000000,3880.5469,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,8000000,4667.422,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,9000000,1613.8281,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
+10,10000000,2946.7969,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,1
 11,1000000,34.84375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
 11,2000000,241.875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
 11,3000000,223.59375,16,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
 11,8000000,428.90625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
 11,9000000,138.4375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
 11,10000000,1054.7656,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,1
-12,1000000,17.1875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,2000000,17.5,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,3000000,18.125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,4000000,18.125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,5000000,16.40625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,6000000,17.96875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,7000000,17.8125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,8000000,17.1875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,9000000,51.40625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-12,10000000,17.65625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,1
-13,1000000,56.71875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,1
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+13,4000000,84.375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,5000000,43.90625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,6000000,57.1875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,7000000,17.1875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,8000000,16.71875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,9000000,17.8125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
+13,10000000,17.5,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,1
 14,1000000,1116.7188,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
 14,2000000,3304.9219,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
 14,3000000,1724.0625,64,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
 14,8000000,9206.719,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
 14,9000000,6982.6562,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
 14,10000000,4959.922,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,1
-15,1000000,17.1875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,2000000,17.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,3000000,18.125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,4000000,18.125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,5000000,17.8125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,6000000,123.90625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,7000000,80.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
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-15,9000000,17.34375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
-15,10000000,21.875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,1
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+16,9000000,4569.453,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
+16,10000000,4730.7812,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,1
 17,1000000,91.09375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
 17,2000000,161.40625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
 17,3000000,191.71875,16,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
 17,8000000,874.7656,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
 17,9000000,762.8906,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
 17,10000000,1271.4844,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,1
-18,1000000,17.1875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,2000000,17.5,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,3000000,18.125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,4000000,28.28125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
-18,5000000,16.40625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,1
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 20,1000000,60.46875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,1
 20,2000000,36.875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,1
 20,3000000,37.1875,64,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
 20,8000000,67.34375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,1
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 28,1000000,132.03125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
 28,2000000,680.625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
 28,3000000,344.60938,16,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
 28,8000000,157.96875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
 28,9000000,594.2969,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
 28,10000000,112.8125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,1
-29,1000000,50.78125,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
-29,2000000,31.875,32,False,645933,0.51768122,0.00014191,17214,0.10769932,False,NaN,NaN,NaN,NaN,1
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 34,1000000,490.3125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
 34,2000000,574.6875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
 34,3000000,941.9531,32,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
 34,8000000,2302.1875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
 34,9000000,2525.2344,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
 34,10000000,3253.2031,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,1
-35,1000000,139.53125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,2000000,73.4375,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,3000000,32.03125,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,4000000,66.71875,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
-35,5000000,25.15625,64,False,409659,0.58147721,0.00156246,16588,0.19789255,True,NaN,NaN,NaN,1326.0,1
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 44,1000000,112.03125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,1
 44,2000000,73.59375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,1
 44,3000000,42.65625,16,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
 44,8000000,16.71875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,1
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+49,2000000,50.78125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,3000000,48.59375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,4000000,28.28125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,5000000,52.03125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,6000000,45.9375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,7000000,54.6875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,8000000,50.78125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,9000000,187.03125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
+49,10000000,58.4375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,1
 50,1000000,109.53125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
 50,2000000,139.375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
 50,3000000,81.875,16,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
 50,8000000,42.96875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
 50,9000000,17.5,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
 50,10000000,17.03125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,1
-51,1000000,144.375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,2000000,28.75,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,3000000,18.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,4000000,44.0625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,5000000,16.71875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,6000000,27.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,7000000,17.03125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,8000000,29.53125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,9000000,17.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-51,10000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,1
-52,1000000,580.0,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,2000000,4359.6094,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,3000000,3231.5625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,4000000,4191.7188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,5000000,4847.3438,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,6000000,4635.3125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,7000000,4621.0938,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,8000000,5456.172,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,9000000,5152.8906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
-52,10000000,9419.375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,1
+51,1000000,144.375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,2000000,28.75,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,3000000,18.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,4000000,44.0625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,5000000,16.71875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,6000000,27.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,7000000,17.03125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,8000000,29.53125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,9000000,17.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+51,10000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,1
+52,1000000,580.0,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,2000000,4359.6094,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,3000000,3231.5625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,4000000,4191.7188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,5000000,4847.3438,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,6000000,4635.3125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,7000000,4621.0938,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,8000000,5456.172,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,9000000,5152.8906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
+52,10000000,9419.375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,1
 53,1000000,50.78125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,1
 53,2000000,17.5,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,1
 53,3000000,48.75,16,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
 54,8000000,131.71875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,1
 54,9000000,166.25,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,1
 54,10000000,794.53125,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,1
-55,1000000,2972.3438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,2000000,3356.9531,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,3000000,5136.953,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,4000000,4061.3281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,5000000,2045.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,6000000,3106.7969,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,7000000,3730.2344,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,8000000,4622.3438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,9000000,8019.7656,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
-55,10000000,7462.6562,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,1
+55,1000000,2972.3438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,2000000,3356.9531,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,3000000,5136.953,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,4000000,4061.3281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,5000000,2045.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,6000000,3106.7969,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,7000000,3730.2344,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,8000000,4622.3438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,9000000,8019.7656,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
+55,10000000,7462.6562,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,1
 56,1000000,88.75,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
 56,2000000,298.90625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
 56,3000000,182.8125,32,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
 56,8000000,272.73438,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
 56,9000000,208.28125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
 56,10000000,101.40625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,1
-57,1000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,2000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,3000000,18.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,4000000,18.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,5000000,16.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,6000000,49.84375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,7000000,38.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,8000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,9000000,41.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
-57,10000000,41.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,1
+57,1000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,2000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,3000000,18.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,4000000,18.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,5000000,16.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,6000000,49.84375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,7000000,38.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,8000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,9000000,41.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
+57,10000000,41.5625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,1
 58,1000000,175.0,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
 58,2000000,136.71875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
 58,3000000,118.59375,16,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
 58,8000000,889.4531,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
 58,9000000,241.25,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
 58,10000000,279.21875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,1
-59,1000000,17.1875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,2000000,41.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,3000000,28.90625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,4000000,18.125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,5000000,16.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,6000000,49.84375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,7000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,8000000,17.1875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,9000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-59,10000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,1
-60,1000000,635.78125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,2000000,265.15625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
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-60,4000000,173.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,5000000,176.71875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,6000000,313.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,7000000,420.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,8000000,225.15625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,9000000,125.15625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
-60,10000000,324.29688,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,1
+59,1000000,17.1875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
+59,2000000,41.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,1
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+60,1000000,635.78125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,2000000,265.15625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,3000000,487.57812,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,4000000,173.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,5000000,176.71875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,6000000,313.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,7000000,420.9375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,8000000,225.15625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,9000000,125.15625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
+60,10000000,324.29688,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,1
 61,1000000,495.78125,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
 61,2000000,4490.9375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
 61,3000000,4571.7188,32,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
 61,8000000,8566.875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
 61,9000000,6497.5,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
 61,10000000,6186.4844,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,1
-62,1000000,27.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,2000000,44.84375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,3000000,40.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,4000000,40.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,5000000,172.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,6000000,120.78125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,7000000,48.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,8000000,129.0625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,9000000,77.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
-62,10000000,91.25,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,1
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+62,7000000,48.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,8000000,129.0625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,9000000,77.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
+62,10000000,91.25,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,1
 63,1000000,17.1875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
 63,2000000,27.96875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
 63,3000000,18.125,32,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
 63,8000000,17.1875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
 63,9000000,17.65625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
 63,10000000,29.375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,1
-64,1000000,1011.09375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,2000000,2300.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,3000000,2200.4688,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
-64,4000000,464.45312,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,1
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+64,6000000,1248.125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,7000000,538.6719,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,8000000,824.84375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,9000000,1062.3438,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
+64,10000000,1176.6406,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,1
 65,1000000,363.75,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,1
 65,2000000,694.7656,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,1
 65,3000000,1618.2031,16,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
 66,8000000,5024.922,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,1
 66,9000000,7833.5938,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,1
 66,10000000,5073.047,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,1
-67,1000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,2000000,27.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,3000000,18.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,4000000,18.125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
-67,5000000,16.40625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,1
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+67,10000000,112.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,1
 68,1000000,566.9531,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,1
 68,2000000,511.01562,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,1
 68,3000000,5040.703,16,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
 70,8000000,4209.297,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,1
 70,9000000,4777.578,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,1
 70,10000000,4870.0,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,1
-71,1000000,357.73438,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,2000000,744.7656,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,3000000,1768.2812,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,4000000,1269.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,5000000,3160.2344,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,6000000,3418.8281,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
-71,7000000,3796.7188,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,1
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 75,1000000,28.4375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,1
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@@ -11009,56 +11009,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,520.625,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,1
 76,9000000,129.375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,1
 76,10000000,192.96875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,1
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+80,7000000,7235.8594,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,1
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+81,1000000,17.1875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,2000000,23.125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
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+81,6000000,17.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,7000000,29.375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,8000000,28.28125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,9000000,17.65625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
+81,10000000,17.65625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,1
 82,1000000,894.6094,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
 82,2000000,3757.3438,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
 82,3000000,482.8125,64,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
 82,8000000,123.28125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
 82,9000000,91.5625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
 82,10000000,55.46875,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,1
-83,1000000,17.1875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,2000000,27.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,3000000,18.125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,4000000,18.125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,5000000,16.40625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,6000000,30.15625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,7000000,17.8125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,8000000,17.1875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,9000000,51.40625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-83,10000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,1
-84,1000000,160.625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,2000000,1341.9531,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,3000000,4745.3125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,4000000,5051.5625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,5000000,4502.5,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
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-84,9000000,5279.375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-84,10000000,6817.3438,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,1
-85,1000000,40.15625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,2000000,17.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,3000000,18.125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,4000000,18.125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,5000000,16.40625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
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-85,7000000,17.8125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,8000000,39.6875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,9000000,17.65625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-85,10000000,17.65625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,1
-86,1000000,164.6875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,2000000,173.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,3000000,188.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,4000000,195.78125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,5000000,435.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
-86,6000000,94.21875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,1
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+85,10000000,17.65625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,1
+86,1000000,164.6875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,2000000,173.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,3000000,188.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,4000000,195.78125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,5000000,435.625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,6000000,94.21875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,7000000,126.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,8000000,301.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,9000000,67.34375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
+86,10000000,176.09375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,1
 87,1000000,164.0625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
 87,2000000,64.0625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
 87,3000000,430.46875,16,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
 87,8000000,233.125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
 87,9000000,113.90625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
 87,10000000,17.34375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,1
-88,1000000,309.60938,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,2000000,507.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,3000000,78.4375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,4000000,111.25,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,5000000,142.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,6000000,17.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,7000000,17.8125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,8000000,20.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,9000000,21.875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
-88,10000000,31.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,1
+88,1000000,309.60938,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,2000000,507.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,3000000,78.4375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,4000000,111.25,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,5000000,142.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,6000000,17.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,7000000,17.8125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,8000000,20.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,9000000,21.875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
+88,10000000,31.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,1
 89,1000000,205.46875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
 89,2000000,564.2969,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
 89,3000000,1068.9062,64,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
 89,8000000,4486.4844,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
 89,9000000,1863.8281,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
 89,10000000,2453.4375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,1
-90,1000000,17.1875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,2000000,17.5,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,3000000,18.125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,4000000,32.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,5000000,16.40625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,6000000,17.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,7000000,17.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,8000000,17.1875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,9000000,17.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-90,10000000,17.5,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,1
-91,1000000,420.3125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
-91,2000000,277.03125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,1
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+92,10000000,43.90625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,1
 93,1000000,198.28125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
 93,2000000,310.15625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
 93,3000000,206.71875,32,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
 93,8000000,361.32812,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
 93,9000000,197.57812,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
 93,10000000,1217.7344,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,1
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 97,1000000,50.78125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,1
 97,2000000,17.5,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,1
 97,3000000,18.125,16,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
 98,8000000,181.875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,1
 98,9000000,1847.8125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,1
 98,10000000,92.8125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,1
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@@ -11289,56 +11289,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+109,10000000,5240.7812,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,1
 110,1000000,17.1875,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,1
 110,2000000,17.5,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,1
 110,3000000,28.90625,32,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
 111,8000000,17.1875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,1
 111,9000000,17.65625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,1
 111,10000000,29.375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,1
-112,1000000,1598.2031,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,2000000,3106.0156,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
-112,3000000,2942.5,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,1
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 115,1000000,286.71875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
 115,2000000,190.78125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
 115,3000000,728.2031,64,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
 115,8000000,114.53125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
 115,9000000,404.6875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
 115,10000000,833.0469,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,1
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 118,1000000,364.375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
 118,2000000,586.40625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
 118,3000000,789.9219,16,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
 118,8000000,1233.0469,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
 118,9000000,2292.8125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
 118,10000000,2520.625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,1
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@@ -11489,136 +11489,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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@@ -11629,56 +11629,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+143,6000000,38.125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,7000000,49.375,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,8000000,17.1875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,9000000,41.40625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
+143,10000000,17.65625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,1
 144,1000000,256.40625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
 144,2000000,170.46875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
 144,3000000,3102.8906,16,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
 144,8000000,1784.6875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
 144,9000000,5445.4688,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
 144,10000000,1912.3438,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,1
-145,1000000,40.15625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,2000000,50.78125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,3000000,18.125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,4000000,18.125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,5000000,16.40625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,6000000,17.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,7000000,17.8125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,8000000,28.28125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,9000000,17.65625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-145,10000000,29.375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,1
-146,1000000,38.59375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,2000000,101.71875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,3000000,29.375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-146,4000000,119.0625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
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-146,10000000,80.46875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,1
-147,1000000,17.1875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,1
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+147,6000000,30.15625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,7000000,29.375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,8000000,28.28125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,9000000,28.75,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
+147,10000000,17.65625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,1
 148,1000000,17.1875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
 148,2000000,17.5,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
 148,3000000,18.125,32,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
 148,8000000,17.1875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
 148,9000000,17.65625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
 148,10000000,29.375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,1
-149,1000000,218.4375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,2000000,947.1875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,3000000,823.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,4000000,2125.0781,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,5000000,245.3125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,6000000,380.0,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,7000000,493.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,8000000,385.78125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,9000000,337.65625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
-149,10000000,212.5,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,1
+149,1000000,218.4375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,2000000,947.1875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,3000000,823.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,4000000,2125.0781,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,5000000,245.3125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,6000000,380.0,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,7000000,493.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,8000000,385.78125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,9000000,337.65625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
+149,10000000,212.5,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,1
 150,1000000,285.625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
 150,2000000,832.65625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
 150,3000000,832.8906,32,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
 150,8000000,141.40625,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
 150,9000000,107.03125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
 150,10000000,164.375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,1
-151,1000000,118.90625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,2000000,56.875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,3000000,28.75,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,4000000,17.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
-151,5000000,17.1875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,1
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@@ -11789,16 +11789,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 154,8000000,6742.578,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,1
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 154,10000000,9087.422,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,1
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 156,1000000,560.7031,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
 156,2000000,699.2969,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
 156,3000000,560.0,32,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
 156,8000000,1523.6719,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
 156,9000000,2840.0,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
 156,10000000,2113.6719,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,1
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@@ -11919,26 +11919,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,4457.5,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,1
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 170,1000000,117.03125,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,1
 170,2000000,159.84375,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,1
 170,3000000,203.125,32,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
 171,8000000,3623.125,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,1
 171,9000000,3512.1094,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,1
 171,10000000,3165.0,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,1
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 174,1000000,365.46875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
 174,2000000,364.84375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
 174,3000000,357.89062,64,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
 174,8000000,209.84375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
 174,9000000,215.15625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
 174,10000000,287.65625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,1
-175,1000000,17.1875,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,1
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 176,1000000,117.03125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
 176,2000000,229.84375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
 176,3000000,418.75,16,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
 176,8000000,159.6875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
 176,9000000,240.9375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
 176,10000000,723.75,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,1
-177,1000000,17.1875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,2000000,17.5,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,3000000,71.71875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
-177,4000000,32.96875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,1
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@@ -12029,166 +12029,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 195,1000000,50.78125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,1
 195,2000000,17.5,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,1
 195,3000000,28.90625,16,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
 196,8000000,28.28125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,1
 196,9000000,17.65625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,1
 196,10000000,17.65625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,1
-197,1000000,1770.2344,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,1
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 199,1000000,17.1875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
 199,2000000,17.5,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
 199,3000000,18.125,16,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
 199,8000000,28.28125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
 199,9000000,28.75,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
 199,10000000,17.65625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,1
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+200,10000000,17.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,1
 201,1000000,446.40625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
 201,2000000,3488.0469,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
 201,3000000,4792.8125,64,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
 201,8000000,8194.297,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
 201,9000000,10032.031,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
 201,10000000,7923.2812,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,1
-202,1000000,202.1875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,2000000,231.17188,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
-202,3000000,288.90625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,1
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 204,1000000,50.78125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
 204,2000000,50.78125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
 204,3000000,28.90625,32,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
 204,8000000,17.1875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
 204,9000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
 204,10000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,1
-205,1000000,28.4375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
-205,2000000,17.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,1
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 210,1000000,251.5625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
 210,2000000,174.21875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
 210,3000000,132.03125,16,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
 210,8000000,311.40625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
 210,9000000,2789.1406,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
 210,10000000,3970.2344,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,1
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@@ -12389,86 +12389,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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@@ -12489,16 +12489,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,251.71875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,1
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 224,10000000,253.75,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,1
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 226,1000000,87.96875,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,1
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@@ -12519,66 +12519,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,1700.9375,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,1
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@@ -12609,56 +12609,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 242,1000000,146.25,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
 242,2000000,105.0,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
 242,3000000,110.15625,64,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
 242,8000000,222.1875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
 242,9000000,269.21875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
 242,10000000,189.84375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,1
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 246,1000000,28.4375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
 246,2000000,41.40625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
 246,3000000,18.125,32,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
 246,8000000,17.1875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
 246,9000000,28.75,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
 246,10000000,17.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,1
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 251,1000000,92.96875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
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@@ -12759,16 +12759,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 251,8000000,1128.8281,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
 251,9000000,3598.2031,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
 251,10000000,3881.25,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,1
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 253,1000000,136.09375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,1
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@@ -12779,66 +12779,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 4,1000000,17.8125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,8
 4,2000000,27.5,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,8
 4,3000000,16.875,16,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
 5,8000000,1133.75,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,8
 5,9000000,1485.9375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,8
 5,10000000,3086.7969,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,8
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+9,1000000,34.375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,8
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+10,1000000,136.09375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,2000000,651.4844,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,3000000,4419.297,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,4000000,4128.2812,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,5000000,1344.6875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,6000000,4794.2188,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,7000000,4277.6562,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,8000000,2046.4844,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,9000000,4609.1406,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
+10,10000000,2678.2031,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,8
 11,1000000,228.75,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
 11,2000000,131.25,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
 11,3000000,406.64062,16,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
 11,8000000,33.125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
 11,9000000,68.4375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
 11,10000000,116.25,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,8
-12,1000000,40.0,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,2000000,37.8125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,3000000,41.40625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,4000000,27.34375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,5000000,21.875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,6000000,26.875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,7000000,24.84375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,8000000,32.65625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,9000000,30.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-12,10000000,17.1875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,8
-13,1000000,17.8125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
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-13,10000000,30.15625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,8
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+13,1000000,17.8125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,2000000,67.5,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,3000000,75.3125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,4000000,67.34375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,5000000,102.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,6000000,74.53125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,7000000,26.875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,8000000,28.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,9000000,27.65625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
+13,10000000,30.15625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,8
 14,1000000,376.5625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
 14,2000000,2638.9062,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
 14,3000000,3974.6875,64,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
 14,8000000,8551.094,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
 14,9000000,8890.469,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
 14,10000000,8949.609,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,8
-15,1000000,17.8125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,2000000,16.71875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,3000000,16.875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,4000000,17.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,5000000,16.5625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,6000000,16.40625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,7000000,17.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-15,8000000,16.71875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
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-15,10000000,17.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,8
-16,1000000,112.96875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,NaN,NaN,NaN,360.0,8
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+16,2000000,628.90625,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,3000000,2507.1094,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,4000000,4556.328,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,5000000,3422.1875,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,6000000,1043.9062,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,7000000,2166.0156,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,8000000,3945.8594,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,9000000,4762.0312,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
+16,10000000,4716.4844,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,8
 17,1000000,418.28125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
 17,2000000,181.71875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
 17,3000000,287.1875,16,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
 17,8000000,345.85938,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
 17,9000000,671.9531,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
 17,10000000,1302.4219,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,8
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-18,2000000,145.0,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,8
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 20,1000000,46.09375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
 20,2000000,56.5625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
 20,3000000,109.375,64,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
 20,8000000,30.46875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
 20,9000000,38.125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
 20,10000000,80.0,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,8
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 28,1000000,273.59375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
 28,2000000,361.79688,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
 28,3000000,229.375,16,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
 28,8000000,277.65625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
 28,9000000,527.65625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
 28,10000000,1268.125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,8
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 34,1000000,331.71875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
 34,2000000,1247.3438,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
 34,3000000,1032.5781,32,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
 34,8000000,2217.1875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
 34,9000000,2931.5625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
 34,10000000,2500.3906,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,8
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@@ -13249,56 +13249,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+46,2000000,286.71875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,3000000,534.375,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,4000000,322.65625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,5000000,2258.2812,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,6000000,3570.3125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,7000000,1825.1562,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+46,8000000,4475.0,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
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+46,10000000,135.15625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,8
+47,1000000,27.96875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,2000000,16.71875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,3000000,16.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,4000000,27.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,5000000,16.5625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,6000000,16.40625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,7000000,27.34375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,8000000,30.15625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,9000000,28.28125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+47,10000000,16.875,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,8
+48,1000000,109.21875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,2000000,146.5625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,3000000,245.9375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,4000000,1323.75,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,5000000,890.5469,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,6000000,315.3125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,7000000,1455.0781,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,8000000,1023.75,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,9000000,2254.6875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+48,10000000,2522.0312,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,8
+49,1000000,65.3125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,2000000,17.03125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,3000000,17.8125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,4000000,19.6875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,5000000,79.84375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,6000000,65.9375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,7000000,29.53125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,8000000,32.5,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,9000000,47.1875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
+49,10000000,17.03125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,8
 50,1000000,233.75,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
 50,2000000,201.875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
 50,3000000,184.375,16,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
 50,8000000,1849.9219,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
 50,9000000,82.1875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
 50,10000000,26.5625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,8
-51,1000000,197.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,2000000,22.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,3000000,50.3125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,4000000,35.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,5000000,27.03125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,6000000,30.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,7000000,17.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,8000000,16.71875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,9000000,28.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-51,10000000,37.34375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,8
-52,1000000,387.42188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,2000000,2336.1719,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,3000000,4883.5156,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,4000000,4187.6562,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,5000000,5946.172,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,6000000,5344.2188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,7000000,5835.4688,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,8000000,7215.3125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,9000000,9074.609,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
-52,10000000,5222.422,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,8
+51,1000000,197.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,2000000,22.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,3000000,50.3125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,4000000,35.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,5000000,27.03125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,6000000,30.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,7000000,17.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,8000000,16.71875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,9000000,28.28125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+51,10000000,37.34375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,8
+52,1000000,387.42188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,2000000,2336.1719,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,3000000,4883.5156,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,4000000,4187.6562,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,5000000,5946.172,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,6000000,5344.2188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,7000000,5835.4688,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,8000000,7215.3125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,9000000,9074.609,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
+52,10000000,5222.422,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,8
 53,1000000,27.96875,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,8
 53,2000000,16.71875,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,8
 53,3000000,16.875,16,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
 54,8000000,250.78125,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,8
 54,9000000,420.70312,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,8
 54,10000000,297.65625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,8
-55,1000000,2194.1406,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,2000000,3384.6875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,3000000,3416.4062,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,4000000,3494.0625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,5000000,5022.9688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,6000000,4920.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,7000000,4948.047,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,8000000,3792.3438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,9000000,4976.7188,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
-55,10000000,1690.4688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,8
+55,1000000,2194.1406,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,2000000,3384.6875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,3000000,3416.4062,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,4000000,3494.0625,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,5000000,5022.9688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,6000000,4920.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,7000000,4948.047,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,8000000,3792.3438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,9000000,4976.7188,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
+55,10000000,1690.4688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,8
 56,1000000,122.5,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
 56,2000000,83.28125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
 56,3000000,142.8125,32,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
 56,8000000,37.8125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
 56,9000000,48.90625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
 56,10000000,37.34375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,8
-57,1000000,17.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,2000000,27.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,3000000,16.875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,4000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,5000000,27.03125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,6000000,30.78125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,7000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,8000000,16.71875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,9000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
-57,10000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,8
+57,1000000,17.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,2000000,27.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,3000000,16.875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,4000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,5000000,27.03125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,6000000,30.78125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,7000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,8000000,16.71875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,9000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
+57,10000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,8
 58,1000000,25.78125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
 58,2000000,215.15625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
 58,3000000,254.21875,16,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
 58,8000000,183.125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
 58,9000000,113.4375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
 58,10000000,199.21875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,8
-59,1000000,27.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,2000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,3000000,16.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,4000000,27.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,5000000,27.03125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,6000000,16.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,7000000,40.78125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,8000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,9000000,43.4375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-59,10000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,8
-60,1000000,62.1875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,2000000,195.0,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,3000000,317.34375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,4000000,129.375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,5000000,393.35938,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,6000000,170.46875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,7000000,45.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,8000000,606.0156,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,9000000,199.53125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
-60,10000000,174.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,8
+59,1000000,27.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,2000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,3000000,16.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,4000000,27.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,5000000,27.03125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,6000000,16.40625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,7000000,40.78125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,8000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,9000000,43.4375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+59,10000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,8
+60,1000000,62.1875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,2000000,195.0,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,3000000,317.34375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,4000000,129.375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,5000000,393.35938,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,6000000,170.46875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,7000000,45.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,8000000,606.0156,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,9000000,199.53125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
+60,10000000,174.6875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,8
 61,1000000,194.21875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
 61,2000000,1976.4062,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
 61,3000000,4866.797,32,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
 61,8000000,11716.094,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
 61,9000000,11384.219,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
 61,10000000,7091.328,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,8
-62,1000000,27.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,2000000,27.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,3000000,31.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,4000000,44.375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,5000000,78.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,6000000,35.15625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,7000000,84.375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,8000000,98.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,9000000,61.09375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
-62,10000000,100.15625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,8
+62,1000000,27.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,2000000,27.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,3000000,31.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,4000000,44.375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,5000000,78.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,6000000,35.15625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,7000000,84.375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,8000000,98.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,9000000,61.09375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
+62,10000000,100.15625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,8
 63,1000000,17.8125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
 63,2000000,16.71875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
 63,3000000,16.875,32,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
 63,8000000,16.71875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
 63,9000000,17.5,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
 63,10000000,17.5,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,8
-64,1000000,582.1094,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,2000000,2675.8594,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,3000000,3158.6719,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,4000000,4286.328,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,5000000,4333.828,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,6000000,5248.5938,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,7000000,5248.828,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,8000000,8493.359,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,9000000,8046.797,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
-64,10000000,9758.828,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,8
+64,1000000,582.1094,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,2000000,2675.8594,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,3000000,3158.6719,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,4000000,4286.328,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,5000000,4333.828,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,6000000,5248.5938,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,7000000,5248.828,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,8000000,8493.359,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,9000000,8046.797,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
+64,10000000,9758.828,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,8
 65,1000000,194.0625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,8
 65,2000000,1902.5,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,8
 65,3000000,1069.0625,16,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
 66,8000000,8599.609,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,8
 66,9000000,3356.0938,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,8
 66,10000000,2494.5312,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,8
-67,1000000,27.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,2000000,27.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,3000000,27.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,4000000,35.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,5000000,27.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,6000000,30.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,7000000,40.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,8000000,26.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,9000000,30.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
-67,10000000,29.0625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,8
+67,1000000,27.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,2000000,27.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,3000000,27.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,4000000,35.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,5000000,27.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,6000000,30.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,7000000,40.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,8000000,26.875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,9000000,30.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
+67,10000000,29.0625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,8
 68,1000000,3119.2188,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,8
 68,2000000,36.40625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,8
 68,3000000,39.53125,16,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
 70,8000000,4651.5625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,8
 70,9000000,2601.4844,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,8
 70,10000000,144.76562,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,8
-71,1000000,110.625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,2000000,745.3906,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,3000000,911.3281,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
-71,4000000,1501.0938,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,8
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 75,1000000,17.8125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,8
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@@ -13569,56 +13569,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 76,8000000,282.42188,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,8
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 76,10000000,144.84375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,8
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+77,10000000,17.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,8
+78,1000000,310.78125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,2000000,313.28125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,3000000,193.75,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,4000000,1901.0156,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,5000000,2022.2656,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,6000000,3630.1562,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,7000000,4098.3594,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,8000000,4096.0938,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,9000000,4888.125,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+78,10000000,4883.672,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,8
+79,1000000,764.9219,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,2000000,1316.9531,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,3000000,2069.2969,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,4000000,3361.3281,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,5000000,4155.3906,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,6000000,3465.5469,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,7000000,4263.672,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,8000000,4792.9688,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,9000000,4886.4844,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+79,10000000,5065.7812,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,8
+80,1000000,324.375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,2000000,498.20312,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,3000000,264.6875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,4000000,475.07812,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,5000000,142.1875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,6000000,1338.2812,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,7000000,315.07812,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,8000000,3376.9531,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,9000000,1116.3281,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+80,10000000,2403.6719,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,8
+81,1000000,49.53125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,2000000,256.09375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,3000000,241.5625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,4000000,51.71875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,5000000,133.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,6000000,53.125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,7000000,50.625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,8000000,47.65625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,9000000,45.46875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
+81,10000000,17.1875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,8
 82,1000000,602.5,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
 82,2000000,1224.6094,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
 82,3000000,2901.6406,64,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
 82,8000000,6843.4375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
 82,9000000,8229.141,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
 82,10000000,9472.8125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,8
-83,1000000,49.53125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,2000000,16.71875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,3000000,27.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,4000000,35.78125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,5000000,16.5625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,6000000,16.40625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,7000000,17.5,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,8000000,38.75,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,9000000,17.5,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-83,10000000,17.5,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,8
-84,1000000,685.9375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,2000000,3169.375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,3000000,4129.1406,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,4000000,5289.1406,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,5000000,5053.125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,6000000,5804.2188,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,7000000,6140.9375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,8000000,6842.2656,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,9000000,5601.328,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-84,10000000,7400.0,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,8
-85,1000000,27.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,2000000,16.71875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,3000000,16.875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,4000000,44.84375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,5000000,35.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,6000000,30.78125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,7000000,17.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,8000000,16.71875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,9000000,17.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-85,10000000,29.0625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,8
-86,1000000,105.0,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,2000000,135.0,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,3000000,143.59375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,4000000,164.375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,5000000,236.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,6000000,150.3125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,7000000,148.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,8000000,287.1875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,9000000,718.4375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
-86,10000000,142.65625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,8
+83,1000000,49.53125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
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+83,4000000,35.78125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
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+83,9000000,17.5,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+83,10000000,17.5,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,8
+84,1000000,685.9375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,2000000,3169.375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,3000000,4129.1406,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,4000000,5289.1406,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,5000000,5053.125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,6000000,5804.2188,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,7000000,6140.9375,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
+84,8000000,6842.2656,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,8
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+85,1000000,27.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
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+85,3000000,16.875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,4000000,44.84375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,5000000,35.9375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,6000000,30.78125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,7000000,17.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,8000000,16.71875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,9000000,17.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+85,10000000,29.0625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,8
+86,1000000,105.0,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,2000000,135.0,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,3000000,143.59375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,4000000,164.375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,5000000,236.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,6000000,150.3125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,7000000,148.90625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,8000000,287.1875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,9000000,718.4375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
+86,10000000,142.65625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,8
 87,1000000,178.90625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
 87,2000000,2108.125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
 87,3000000,67.1875,16,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
 87,8000000,3932.9688,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
 87,9000000,1905.8594,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
 87,10000000,37.65625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,8
-88,1000000,45.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,2000000,85.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,3000000,216.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,4000000,95.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,5000000,48.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,6000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,7000000,175.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,8000000,103.59375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,9000000,75.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
-88,10000000,111.5625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,8
+88,1000000,45.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,2000000,85.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,3000000,216.40625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,4000000,95.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,5000000,48.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,6000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,7000000,175.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,8000000,103.59375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,9000000,75.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
+88,10000000,111.5625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,8
 89,1000000,403.51562,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
 89,2000000,457.73438,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
 89,3000000,1348.125,64,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
 89,8000000,2370.7031,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
 89,9000000,3332.9688,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
 89,10000000,3891.1719,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,8
-90,1000000,40.0,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,2000000,16.71875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,3000000,16.875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,4000000,25.15625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
-90,5000000,46.09375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
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-90,7000000,65.0,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,8
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+92,7000000,33.90625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,8000000,309.76562,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,9000000,465.0,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
+92,10000000,202.96875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,8
 93,1000000,573.8281,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
 93,2000000,289.0625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
 93,3000000,97.1875,32,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
 93,8000000,526.71875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
 93,9000000,354.53125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
 93,10000000,457.03125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,8
-94,1000000,17.8125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,2000000,16.71875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,3000000,27.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,4000000,17.5,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,5000000,27.03125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
-94,6000000,16.40625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
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-94,10000000,17.5,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,8
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+96,9000000,227.34375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
+96,10000000,402.03125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,8
 97,1000000,17.8125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,8
 97,2000000,16.71875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,8
 97,3000000,50.3125,16,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
 98,8000000,101.71875,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,8
 98,9000000,37.03125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,8
 98,10000000,46.40625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,8
-99,1000000,118.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,2000000,257.34375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,3000000,140.625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,4000000,307.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,5000000,417.96875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,6000000,245.78125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,7000000,552.2656,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,8000000,1056.4844,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,9000000,209.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-99,10000000,1941.7188,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,8
-100,1000000,40.0,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,2000000,37.8125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,3000000,41.40625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,4000000,35.78125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,5000000,35.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,6000000,45.9375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,7000000,40.78125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,8000000,38.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,9000000,43.4375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-100,10000000,37.34375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,8
-101,1000000,137.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,2000000,123.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,3000000,393.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
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-101,7000000,250.0,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
-101,8000000,361.40625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,8
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+99,1000000,118.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
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+99,3000000,140.625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,8
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+101,1000000,137.34375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
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+101,3000000,393.28125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,4000000,258.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,5000000,68.90625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,6000000,147.65625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,7000000,250.0,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,8000000,361.40625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,9000000,867.5,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
+101,10000000,1151.4062,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,8
 102,1000000,173.125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,8
 102,2000000,2146.9531,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,8
 102,3000000,1128.9844,64,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
 104,8000000,568.8281,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,8
 104,9000000,305.9375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,8
 104,10000000,232.8125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,8
-105,1000000,17.8125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,2000000,16.71875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,3000000,16.875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,4000000,35.78125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,5000000,27.03125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,6000000,16.40625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,7000000,17.5,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,8000000,16.71875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,9000000,28.28125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-105,10000000,37.34375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,8
-106,1000000,17.8125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,8
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 110,1000000,17.8125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,8
 110,2000000,47.8125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,8
 110,3000000,27.96875,32,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
 111,8000000,16.71875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,8
 111,9000000,51.71875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,8
 111,10000000,17.5,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,8
-112,1000000,679.7656,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
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-112,3000000,3483.5938,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,8
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 115,1000000,666.3281,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
 115,2000000,1396.0938,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
 115,3000000,1655.7812,64,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
 115,8000000,2388.2812,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
 115,9000000,837.65625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
 115,10000000,204.84375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,8
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+117,10000000,87.1875,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,8
 118,1000000,433.28125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
 118,2000000,803.90625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
 118,3000000,677.5,16,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
 118,8000000,1759.4531,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
 118,9000000,1278.125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
 118,10000000,2188.3594,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,8
-119,1000000,17.8125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,2000000,201.71875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
-119,3000000,89.53125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,8
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 124,1000000,3205.0781,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
 124,2000000,4425.4688,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
 124,3000000,2454.5312,32,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
 124,8000000,4953.3594,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
 124,9000000,4499.6875,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
 124,10000000,2188.0469,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,8
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@@ -14189,56 +14189,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 138,8000000,910.3906,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,8
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+143,10000000,17.5,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,8
 144,1000000,144.84375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
 144,2000000,24.21875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
 144,3000000,45.9375,16,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
 144,8000000,1528.8281,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
 144,9000000,827.4219,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
 144,10000000,4022.1875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,8
-145,1000000,17.8125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,2000000,16.71875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
-145,3000000,50.3125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,8
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+147,10000000,29.0625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,8
 148,1000000,49.53125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
 148,2000000,27.5,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
 148,3000000,16.875,32,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
 148,8000000,16.71875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
 148,9000000,17.5,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
 148,10000000,17.5,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,8
-149,1000000,214.6875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,2000000,448.82812,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,3000000,577.8125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,4000000,1077.8125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,5000000,906.1719,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,6000000,1741.6406,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,7000000,2359.9219,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
-149,8000000,2820.3906,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
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-149,10000000,2280.8594,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,8
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+149,7000000,2359.9219,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,8000000,2820.3906,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,9000000,2563.2031,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
+149,10000000,2280.8594,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,8
 150,1000000,359.375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
 150,2000000,826.3281,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
 150,3000000,781.40625,32,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
 150,8000000,1652.5781,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
 150,9000000,1708.0469,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
 150,10000000,2098.4375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,8
-151,1000000,85.625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,2000000,27.65625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,3000000,15.9375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,4000000,17.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,5000000,47.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,6000000,16.71875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,7000000,17.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
-151,8000000,38.28125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,8
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+152,10000000,2458.2812,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,8
 153,1000000,78.4375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,8
 153,2000000,133.125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,8
 153,3000000,104.53125,32,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
 154,8000000,4865.625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,8
 154,9000000,7818.2812,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,8
 154,10000000,8018.828,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,8
-155,1000000,176.875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,2000000,442.03125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,3000000,195.0,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
-155,4000000,888.9844,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,8
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+155,10000000,286.71875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,8
 156,1000000,401.09375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
 156,2000000,679.7656,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
 156,3000000,629.21875,32,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
 156,8000000,1703.75,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
 156,9000000,55.9375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
 156,10000000,291.71875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,8
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 167,1000000,300.15625,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
 167,2000000,722.34375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
 167,3000000,1682.8125,32,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
 167,8000000,3331.9531,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
 167,9000000,1333.9062,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
 167,10000000,1895.7812,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,8
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 170,1000000,122.5,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,8
 170,2000000,187.65625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,8
 170,3000000,283.28125,32,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
 171,8000000,3268.2812,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,8
 171,9000000,4351.6406,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,8
 171,10000000,4387.3438,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,8
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 174,1000000,106.71875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
 174,2000000,373.82812,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
 174,3000000,417.42188,64,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
 174,8000000,473.75,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
 174,9000000,179.60938,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
 174,10000000,203.28125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,8
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@@ -14569,16 +14569,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 176,8000000,39.0625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,8
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@@ -14589,166 +14589,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 195,1000000,17.8125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,8
 195,2000000,16.71875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,8
 195,3000000,16.875,16,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
 196,8000000,16.71875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,8
 196,9000000,28.28125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,8
 196,10000000,29.0625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,8
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 199,1000000,17.8125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
 199,2000000,37.8125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
 199,3000000,16.875,16,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
 199,8000000,48.28125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
 199,9000000,17.5,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
 199,10000000,29.0625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,8
-200,1000000,334.375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,2000000,16.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,3000000,41.40625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,4000000,27.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,5000000,27.03125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
-200,6000000,16.40625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,8
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 201,1000000,1571.6406,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
 201,2000000,3626.0938,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
 201,3000000,4354.7656,64,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
 201,8000000,6397.7344,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
 201,9000000,9006.094,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
 201,10000000,5752.422,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,8
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 204,1000000,17.8125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
 204,2000000,37.8125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
 204,3000000,16.875,32,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
 204,8000000,16.71875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
 204,9000000,17.5,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
 204,10000000,47.34375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,8
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 210,1000000,340.15625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
 210,2000000,241.25,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
 210,3000000,465.625,16,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
 210,8000000,1487.2656,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
 210,9000000,208.28125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
 210,10000000,561.1719,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,8
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 214,1000000,27.96875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
 214,2000000,16.71875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
 214,3000000,41.40625,16,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
 214,8000000,16.71875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
 214,9000000,28.28125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
 214,10000000,17.5,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,8
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 223,1000000,153.59375,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,8
 223,2000000,210.46875,64,True,580510,0.84679587,0.00232966,31274,0.05838138,True,0.91882436,0.80131259,6.5e-07,1141.0,8
 223,3000000,90.78125,64,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
 224,8000000,19.84375,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,8
 224,9000000,34.53125,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,8
 224,10000000,17.5,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,8
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 226,1000000,147.8125,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,8
 226,2000000,2110.9375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,8
 226,3000000,102.96875,16,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
 227,8000000,904.1406,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,8
 227,9000000,1740.2344,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,8
 227,10000000,2335.0,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,8
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@@ -15169,56 +15169,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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@@ -15229,36 +15229,36 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 246,1000000,27.96875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
 246,2000000,16.71875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
 246,3000000,16.875,32,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
 246,8000000,16.71875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
 246,9000000,17.5,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
 246,10000000,17.5,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,8
-247,1000000,312.96875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,2000000,276.40625,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,3000000,259.375,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,4000000,322.5,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,5000000,275.3125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
-247,6000000,302.96875,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,8
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+250,6000000,16.40625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,7000000,17.5,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,8000000,26.875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,9000000,51.71875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
+250,10000000,29.0625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,8
 251,1000000,282.96875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
 251,2000000,324.0625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
 251,3000000,214.29688,16,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
 251,8000000,783.4375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
 251,9000000,342.34375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
 251,10000000,1059.6875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,8
-252,1000000,17.8125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,2000000,16.71875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,3000000,51.5625,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,4000000,56.71875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
-252,5000000,65.9375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,8
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+252,8000000,45.78125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
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+252,10000000,35.0,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,,,,,8
 253,1000000,991.1719,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
 253,2000000,1865.3125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
 253,3000000,546.71875,16,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
 253,8000000,80.78125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
 253,9000000,47.65625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
 253,10000000,125.3125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,8
-254,1000000,40.0,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,2000000,16.71875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
-254,3000000,27.96875,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
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-254,5000000,16.5625,16,False,259777,0.69608994,0.00465428,30764,0.15499873,True,NaN,NaN,NaN,721.0,8
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@@ -15419,56 +15419,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,1367.1094,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,4
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 5,10000000,2125.625,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,4
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+10,10000000,4836.328,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,4
 11,1000000,199.0625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
 11,2000000,144.375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
 11,3000000,447.96875,16,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
 11,8000000,536.5625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
 11,9000000,88.125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
 11,10000000,19.6875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,4
-12,1000000,50.78125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
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-12,3000000,28.4375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
-12,4000000,34.53125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,4
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+13,10000000,17.8125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,4
 14,1000000,257.65625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
 14,2000000,2524.4531,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
 14,3000000,164.375,64,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
 14,8000000,354.375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
 14,9000000,1505.0,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
 14,10000000,3649.7656,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,4
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 17,1000000,117.1875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
 17,2000000,123.90625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
 17,3000000,150.46875,16,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
 17,8000000,433.90625,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
 17,9000000,1173.5156,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
 17,10000000,1400.3125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,4
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 20,1000000,86.71875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
 20,2000000,150.9375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
 20,3000000,344.76562,64,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
 20,8000000,17.65625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
 20,9000000,40.46875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
 20,10000000,44.0625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,4
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 28,1000000,137.5,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
 28,2000000,199.84375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
 28,3000000,395.625,16,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
 28,8000000,386.09375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
 28,9000000,289.84375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
 28,10000000,292.96875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,4
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 34,1000000,341.32812,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
 34,2000000,557.96875,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
 34,3000000,1184.7656,32,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
 34,8000000,2812.8906,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
 34,9000000,1793.2031,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
 34,10000000,2269.7656,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,4
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 44,1000000,128.90625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,4
 44,2000000,24.53125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,4
 44,3000000,22.8125,16,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
 44,8000000,221.5625,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,4
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+49,2000000,168.28125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,3000000,121.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,4000000,256.40625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,5000000,289.84375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,6000000,366.32812,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,7000000,215.78125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,8000000,165.0,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,9000000,190.46875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
+49,10000000,28.90625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,4
 50,1000000,81.09375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
 50,2000000,230.9375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
 50,3000000,30.46875,16,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
 50,8000000,233.59375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
 50,9000000,210.9375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
 50,10000000,50.625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,4
-51,1000000,367.65625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,2000000,90.9375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,3000000,130.46875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,4000000,89.21875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,5000000,601.875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,6000000,31.5625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,7000000,243.20312,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,8000000,45.3125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,9000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-51,10000000,17.34375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,4
-52,1000000,377.8125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,4
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+52,5000000,4928.9844,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,6000000,4527.6562,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,7000000,5135.078,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,8000000,4918.828,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,9000000,4475.9375,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
+52,10000000,5030.3906,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,4
 53,1000000,17.03125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,4
 53,2000000,51.5625,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,4
 53,3000000,40.9375,16,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
 54,8000000,264.6875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,4
 54,9000000,449.0625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,4
 54,10000000,997.65625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,4
-55,1000000,2556.3281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,2000000,3476.3281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,3000000,4313.2812,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,4000000,4398.672,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,5000000,4048.5156,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,6000000,4918.4375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,7000000,5206.7188,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,8000000,4371.7188,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,9000000,4680.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
-55,10000000,4001.0938,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,4
+55,1000000,2556.3281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,2000000,3476.3281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,3000000,4313.2812,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,4000000,4398.672,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,5000000,4048.5156,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,6000000,4918.4375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,7000000,5206.7188,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,8000000,4371.7188,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,9000000,4680.3125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
+55,10000000,4001.0938,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,4
 56,1000000,521.4844,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
 56,2000000,180.9375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
 56,3000000,111.40625,32,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
 56,8000000,316.25,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
 56,9000000,868.5156,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
 56,10000000,723.8281,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,4
-57,1000000,17.03125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,2000000,17.03125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,3000000,28.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,4000000,18.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,5000000,16.25,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,6000000,39.0625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,7000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,8000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,9000000,28.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
-57,10000000,17.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,4
+57,1000000,17.03125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,2000000,17.03125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,3000000,28.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,4000000,18.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,5000000,16.25,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,6000000,39.0625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,7000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,8000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,9000000,28.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
+57,10000000,17.8125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,4
 58,1000000,106.875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
 58,2000000,151.5625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
 58,3000000,294.0625,16,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
 58,8000000,230.9375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
 58,9000000,174.375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
 58,10000000,167.1875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,4
-59,1000000,17.03125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,2000000,51.5625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,3000000,49.21875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,4000000,18.125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,5000000,29.6875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,6000000,39.0625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,7000000,29.21875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,8000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,9000000,28.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-59,10000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,4
-60,1000000,232.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,2000000,457.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,3000000,384.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,4000000,178.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,5000000,561.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,6000000,75.78125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,7000000,1345.0781,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,8000000,417.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,9000000,351.32812,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
-60,10000000,419.92188,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,4
+59,1000000,17.03125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,2000000,51.5625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,3000000,49.21875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,4000000,18.125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,5000000,29.6875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,6000000,39.0625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,7000000,29.21875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,8000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,9000000,28.28125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+59,10000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,4
+60,1000000,232.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,2000000,457.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,3000000,384.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,4000000,178.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,5000000,561.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,6000000,75.78125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,7000000,1345.0781,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,8000000,417.65625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,9000000,351.32812,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
+60,10000000,419.92188,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,4
 61,1000000,740.0781,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
 61,2000000,4210.7812,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
 61,3000000,4825.7812,32,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
 61,8000000,10283.281,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
 61,9000000,9759.375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
 61,10000000,12879.766,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,4
-62,1000000,87.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,2000000,23.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,3000000,18.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,4000000,16.40625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,5000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,6000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,7000000,20.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,8000000,18.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,9000000,17.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
-62,10000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,4
+62,1000000,87.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,2000000,23.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,3000000,18.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,4000000,16.40625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,5000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,6000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,7000000,20.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,8000000,18.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,9000000,17.8125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
+62,10000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,4
 63,1000000,17.03125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
 63,2000000,17.03125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
 63,3000000,40.9375,32,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
 63,8000000,17.65625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
 63,9000000,17.65625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
 63,10000000,17.8125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,4
-64,1000000,603.9844,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,2000000,2292.7344,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,3000000,3741.0156,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,4000000,5202.6562,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,5000000,4842.8125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,6000000,4804.1406,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,7000000,6942.422,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,8000000,5046.0938,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,9000000,5401.4062,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
-64,10000000,7118.672,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,4
+64,1000000,603.9844,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,2000000,2292.7344,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,3000000,3741.0156,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,4000000,5202.6562,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,5000000,4842.8125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,6000000,4804.1406,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,7000000,6942.422,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,8000000,5046.0938,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,9000000,5401.4062,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
+64,10000000,7118.672,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,4
 65,1000000,367.03125,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,4
 65,2000000,777.1875,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,4
 65,3000000,907.5781,16,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
 66,8000000,8572.891,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,4
 66,9000000,5747.8906,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,4
 66,10000000,2330.8594,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,4
-67,1000000,41.40625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,2000000,104.84375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,3000000,28.4375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,4000000,28.75,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,5000000,29.375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,6000000,41.09375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,7000000,22.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,8000000,63.75,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,9000000,41.25,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
-67,10000000,28.75,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,4
+67,1000000,41.40625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,2000000,104.84375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,3000000,28.4375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,4000000,28.75,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,5000000,29.375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,6000000,41.09375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,7000000,22.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,8000000,63.75,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,9000000,41.25,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
+67,10000000,28.75,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,4
 68,1000000,378.75,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,4
 68,2000000,358.82812,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,4
 68,3000000,4637.1094,16,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
 70,8000000,5373.5156,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,4
 70,9000000,5055.703,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,4
 70,10000000,4290.4688,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,4
-71,1000000,262.03125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,2000000,214.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,3000000,1247.5781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,4000000,2079.7656,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,5000000,2444.0625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,6000000,4069.7656,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,7000000,3914.7656,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,8000000,4371.6406,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,9000000,4538.203,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-71,10000000,4812.8125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,4
-72,1000000,50.78125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,2000000,17.03125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,3000000,17.34375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,4000000,28.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,5000000,16.25,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,6000000,29.6875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,7000000,17.1875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,8000000,29.53125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,9000000,50.46875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-72,10000000,50.3125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,4
-73,1000000,17.03125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,2000000,17.03125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,3000000,17.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,4000000,18.125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,5000000,16.25,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,6000000,17.1875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,7000000,17.1875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,8000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,9000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-73,10000000,17.8125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,4
-74,1000000,5213.203,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,2000000,4546.797,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,3000000,4981.953,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,4000000,173.75,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,5000000,1958.125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,6000000,3425.2344,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,7000000,1651.4844,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,8000000,2858.9844,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,9000000,1233.2031,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
-74,10000000,190.78125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,4
+71,1000000,262.03125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,2000000,214.6875,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,3000000,1247.5781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,4000000,2079.7656,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,5000000,2444.0625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,6000000,4069.7656,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,7000000,3914.7656,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,8000000,4371.6406,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,9000000,4538.203,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+71,10000000,4812.8125,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,4
+72,1000000,50.78125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,2000000,17.03125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,3000000,17.34375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,4000000,28.4375,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,5000000,16.25,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,6000000,29.6875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,7000000,17.1875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,8000000,29.53125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,9000000,50.46875,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+72,10000000,50.3125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,4
+73,1000000,17.03125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,2000000,17.03125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,3000000,17.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,4000000,18.125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,5000000,16.25,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,6000000,17.1875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,7000000,17.1875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,8000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,9000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+73,10000000,17.8125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,4
+74,1000000,5213.203,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,2000000,4546.797,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,3000000,4981.953,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,4000000,173.75,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,5000000,1958.125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,6000000,3425.2344,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,7000000,1651.4844,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,8000000,2858.9844,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,9000000,1233.2031,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
+74,10000000,190.78125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,4
 75,1000000,17.03125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,4
 75,2000000,17.03125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,4
 75,3000000,17.34375,64,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
 76,8000000,101.09375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,4
 76,9000000,170.9375,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,4
 76,10000000,80.78125,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,4
-77,1000000,50.78125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,2000000,41.71875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,3000000,28.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,4000000,46.25,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,5000000,16.25,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,6000000,17.1875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,7000000,37.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,8000000,17.65625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,9000000,41.25,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-77,10000000,17.8125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,4
-78,1000000,443.4375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,2000000,318.59375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,3000000,457.10938,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,4000000,512.65625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,5000000,703.5156,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,6000000,1988.9844,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,7000000,3634.8438,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,8000000,2203.6719,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,9000000,4156.4844,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-78,10000000,3948.2031,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,4
-79,1000000,486.17188,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,2000000,2011.1719,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,3000000,3874.4531,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,4000000,3952.1875,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,5000000,3936.3281,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,6000000,4294.5312,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,7000000,4467.422,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,8000000,4818.203,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,9000000,5280.078,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-79,10000000,5090.9375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,4
-80,1000000,131.71875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,4
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+81,10000000,41.40625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,4
 82,1000000,613.6719,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
 82,2000000,2090.1562,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
 82,3000000,2803.5156,64,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
 82,8000000,6370.3125,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
 82,9000000,9396.406,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
 82,10000000,8039.8438,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,4
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+86,7000000,671.71875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,8000000,1044.9219,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,9000000,1791.4062,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
+86,10000000,240.15625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,4
 87,1000000,156.40625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
 87,2000000,99.0625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
 87,3000000,39.6875,16,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
 87,8000000,28.28125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
 87,9000000,30.0,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
 87,10000000,29.21875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,4
-88,1000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,2000000,43.28125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,3000000,30.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,4000000,20.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,5000000,16.25,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,6000000,17.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,7000000,17.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,8000000,44.375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,9000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
-88,10000000,50.3125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,4
+88,1000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,2000000,43.28125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,3000000,30.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,4000000,20.0,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,5000000,16.25,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,6000000,17.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,7000000,17.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,8000000,44.375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,9000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
+88,10000000,50.3125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,4
 89,1000000,220.78125,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
 89,2000000,725.0,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
 89,3000000,1278.8281,64,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
 89,8000000,3456.0938,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
 89,9000000,3674.7656,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
 89,10000000,1824.375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,4
-90,1000000,39.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,2000000,41.71875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,3000000,28.4375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,4000000,51.09375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,5000000,15.9375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,6000000,40.15625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,7000000,29.21875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,8000000,28.75,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,9000000,28.125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-90,10000000,48.4375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,4
-91,1000000,698.125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,2000000,438.67188,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,3000000,832.8906,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,4000000,1000.8594,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,5000000,700.3906,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,6000000,1221.1719,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,7000000,1256.0938,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,8000000,1311.5625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,9000000,1944.7656,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-91,10000000,1664.1406,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,4
-92,1000000,424.375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,2000000,752.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,3000000,303.28125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,4000000,33.90625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
-92,5000000,227.5,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
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-92,10000000,26.875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,4
+90,1000000,39.84375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,4
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+91,1000000,698.125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
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+91,5000000,700.3906,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,6000000,1221.1719,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,7000000,1256.0938,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,8000000,1311.5625,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,9000000,1944.7656,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+91,10000000,1664.1406,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,4
+92,1000000,424.375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,2000000,752.65625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,3000000,303.28125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,4000000,33.90625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,5000000,227.5,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,6000000,148.59375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,7000000,1717.4219,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,8000000,79.84375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,9000000,97.03125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
+92,10000000,26.875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,4
 93,1000000,342.65625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
 93,2000000,100.9375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
 93,3000000,66.40625,32,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
 93,8000000,186.17188,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
 93,9000000,162.96875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
 93,10000000,387.96875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,4
-94,1000000,50.78125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,2000000,17.03125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,3000000,49.21875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,4000000,46.25,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,5000000,29.6875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,6000000,17.1875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,7000000,17.1875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,8000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,9000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-94,10000000,50.3125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,4
-95,1000000,686.4844,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,2000000,734.2969,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,3000000,963.9844,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,4000000,1823.75,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,5000000,1544.9219,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,6000000,2617.4219,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,7000000,3552.5,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,8000000,1666.4844,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,9000000,3398.3594,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-95,10000000,2865.0781,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,4
-96,1000000,84.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
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-96,6000000,174.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,7000000,346.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,8000000,197.03125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,9000000,17.03125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
-96,10000000,284.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,4
+94,1000000,50.78125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,2000000,17.03125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,3000000,49.21875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,4000000,46.25,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,5000000,29.6875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,6000000,17.1875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,7000000,17.1875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,8000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,9000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+94,10000000,50.3125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,4
+95,1000000,686.4844,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,2000000,734.2969,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,3000000,963.9844,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,4000000,1823.75,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,5000000,1544.9219,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,6000000,2617.4219,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,7000000,3552.5,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,8000000,1666.4844,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,9000000,3398.3594,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+95,10000000,2865.0781,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,4
+96,1000000,84.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,2000000,261.71875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,3000000,276.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,4000000,505.0,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,5000000,145.0,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,6000000,174.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,7000000,346.875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,8000000,197.03125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,9000000,17.03125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
+96,10000000,284.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,4
 97,1000000,17.03125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,4
 97,2000000,17.03125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,4
 97,3000000,17.34375,16,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
 98,8000000,17.65625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,4
 98,9000000,17.65625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,4
 98,10000000,50.3125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,4
-99,1000000,210.78125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,2000000,153.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,3000000,223.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,4000000,307.34375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,5000000,235.46875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,6000000,138.28125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,7000000,311.79688,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,8000000,94.84375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,9000000,132.5,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-99,10000000,1246.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,4
-100,1000000,47.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,2000000,33.90625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,3000000,34.21875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,4000000,18.125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,5000000,108.125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,6000000,29.6875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,7000000,48.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,8000000,17.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,9000000,28.28125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-100,10000000,52.1875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,4
-101,1000000,204.53125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,2000000,528.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,3000000,507.65625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,4000000,2032.7344,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,5000000,3593.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,6000000,4636.5625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,7000000,4070.0781,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,8000000,4981.4062,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
-101,9000000,6343.203,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,4
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+99,1000000,210.78125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,2000000,153.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,3000000,223.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,4000000,307.34375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,5000000,235.46875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,6000000,138.28125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,7000000,311.79688,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,8000000,94.84375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,9000000,132.5,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+99,10000000,1246.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,4
+100,1000000,47.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,2000000,33.90625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,3000000,34.21875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,4000000,18.125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,5000000,108.125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
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+100,7000000,48.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,8000000,17.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,9000000,28.28125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+100,10000000,52.1875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,4
+101,1000000,204.53125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,2000000,528.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,3000000,507.65625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,4000000,2032.7344,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,5000000,3593.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,6000000,4636.5625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,7000000,4070.0781,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,8000000,4981.4062,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,9000000,6343.203,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
+101,10000000,7625.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,4
 102,1000000,433.75,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,4
 102,2000000,1195.3125,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,4
 102,3000000,4133.5938,64,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
 104,8000000,191.71875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,4
 104,9000000,113.28125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,4
 104,10000000,213.125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,4
-105,1000000,17.03125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,2000000,27.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,3000000,17.34375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,4000000,18.125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,5000000,41.09375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,6000000,17.1875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,7000000,29.21875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,8000000,17.65625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,9000000,28.28125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-105,10000000,17.8125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,4
-106,1000000,112.1875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,2000000,146.25,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,3000000,53.28125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,4000000,60.46875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,5000000,55.625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,6000000,50.625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,7000000,61.40625,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,8000000,59.21875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,9000000,45.46875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-106,10000000,47.8125,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,4
-107,1000000,410.46875,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,2000000,253.125,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,3000000,575.15625,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,4000000,735.9375,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,5000000,1148.5156,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,6000000,1491.7188,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,7000000,1087.7344,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,8000000,1603.8281,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,9000000,1003.8281,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-107,10000000,1034.6094,16,False,140626,0.66529815,1.8e-06,11540,0.06474493,False,NaN,NaN,NaN,NaN,4
-108,1000000,28.125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,2000000,35.78125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,3000000,20.15625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,4000000,95.15625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,5000000,45.78125,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
-108,6000000,16.40625,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
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-108,9000000,17.96875,32,True,996076,0.55011672,0.02165572,10365,0.08763534,False,0.68073327,0.93848573,3.052e-05,NaN,4
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+109,10000000,7293.75,64,False,712166,0.52686677,9.574e-05,6339,0.16455888,False,,,,,4
 110,1000000,39.84375,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,4
 110,2000000,51.5625,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,4
 110,3000000,49.21875,32,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
 111,8000000,17.65625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,4
 111,9000000,28.28125,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,4
 111,10000000,29.84375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,4
-112,1000000,2489.6094,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,2000000,2026.875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,3000000,2169.4531,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,4000000,250.70312,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
-112,5000000,4012.3438,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,4
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+114,10000000,17.8125,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,4
 115,1000000,103.90625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
 115,2000000,241.25,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
 115,3000000,102.8125,64,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
 115,8000000,2341.9531,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
 115,9000000,3684.4531,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
 115,10000000,210.15625,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,4
-116,1000000,104.53125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,2000000,114.375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,3000000,165.9375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,4000000,143.90625,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,5000000,170.9375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,6000000,225.3125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
-116,7000000,93.59375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,4
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+117,10000000,165.15625,64,False,119252,0.51259514,0.03113066,18076,0.04083779,False,,,,,4
 118,1000000,595.7031,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
 118,2000000,873.9844,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
 118,3000000,889.2969,16,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
 118,8000000,1387.4219,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
 118,9000000,1298.75,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
 118,10000000,1936.4062,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,4
-119,1000000,61.71875,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,2000000,518.125,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
-119,3000000,592.4219,32,False,397228,0.55334122,0.00011063,10424,0.09918799,False,NaN,NaN,NaN,NaN,4
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 124,1000000,2796.9531,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
 124,2000000,2164.4531,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
 124,3000000,990.625,32,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
 124,8000000,5987.5,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
 124,9000000,4959.8438,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,4
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 138,1000000,445.54688,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
 138,2000000,1017.7344,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
 138,3000000,780.78125,64,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
 138,8000000,1172.5,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
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 138,10000000,834.53125,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,4
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 144,1000000,69.84375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,4
 144,2000000,1229.6094,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,4
 144,3000000,385.3125,16,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
 144,8000000,17.8125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,4
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+147,6000000,17.1875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,7000000,17.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,8000000,18.125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,9000000,17.34375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
+147,10000000,44.375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,4
 148,1000000,39.84375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
 148,2000000,41.71875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
 148,3000000,17.34375,32,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
 148,8000000,17.65625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
 148,9000000,17.65625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
 148,10000000,50.3125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,4
-149,1000000,159.375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,2000000,230.15625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,3000000,446.17188,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,4000000,641.4844,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,5000000,397.26562,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
-149,6000000,1093.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
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-149,10000000,990.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,4
+149,1000000,159.375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
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+149,8000000,294.45312,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,9000000,1990.5469,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
+149,10000000,990.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,4
 150,1000000,479.84375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
 150,2000000,567.8125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
 150,3000000,630.625,32,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
 150,8000000,1190.3906,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
 150,9000000,2406.7188,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
 150,10000000,2222.1875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,4
-151,1000000,53.125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,2000000,66.5625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,3000000,17.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,4000000,135.3125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,5000000,504.84375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,6000000,83.125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,7000000,244.60938,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,8000000,40.78125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
-151,9000000,1359.2188,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,4
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-152,1000000,330.46875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,4
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+152,10000000,3033.5938,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,4
 153,1000000,365.39062,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,4
 153,2000000,267.03125,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,4
 153,3000000,371.5625,32,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
 154,8000000,3558.125,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,4
 154,9000000,5587.8906,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,4
 154,10000000,6974.297,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,4
-155,1000000,137.96875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,2000000,178.4375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,3000000,151.25,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,4000000,248.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,5000000,180.9375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
-155,6000000,150.46875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,4
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+155,2000000,178.4375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
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+155,7000000,152.03125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,8000000,222.34375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,9000000,210.15625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
+155,10000000,300.3125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,4
 156,1000000,535.0781,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
 156,2000000,710.3125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
 156,3000000,565.3125,32,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
 156,8000000,2116.0938,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
 156,9000000,165.9375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
 156,10000000,361.79688,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,4
-157,1000000,215.3125,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,2000000,164.21875,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,3000000,412.26562,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
-157,4000000,85.9375,64,True,141789,0.93133303,1.868e-05,22164,0.16352841,False,0.95791366,0.71179407,2.8e-07,NaN,4
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-158,1000000,17.03125,64,False,27318,0.85943946,0.01344015,24732,0.10295748,True,NaN,NaN,NaN,1235.0,4
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 167,1000000,627.2656,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
 167,2000000,860.78125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
 167,3000000,1523.0469,32,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
 167,8000000,2470.5469,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
 167,9000000,3962.1094,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
 167,10000000,5005.1562,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,4
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 170,1000000,249.0625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,4
 170,2000000,313.75,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,4
 170,3000000,175.46875,32,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
 171,8000000,4542.0312,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,4
 171,9000000,4472.3438,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,4
 171,10000000,4563.203,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,4
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 174,1000000,394.0625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
 174,2000000,407.34375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
 174,3000000,935.5469,64,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
 174,8000000,577.7344,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
 174,9000000,520.7031,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
 174,10000000,772.8125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,4
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 176,1000000,62.8125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
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 176,3000000,623.4375,16,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
 176,8000000,1434.7656,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
 176,9000000,498.98438,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
 176,10000000,1136.4844,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,4
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 178,1000000,17.03125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,4
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@@ -17149,166 +17149,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,53.125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,4
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@@ -17329,26 +17329,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+198,5000000,583.28125,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,6000000,2346.5625,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,7000000,3859.5312,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,8000000,2947.9688,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,9000000,4043.2812,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
+198,10000000,4170.4688,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,4
 199,1000000,17.03125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
 199,2000000,17.03125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
 199,3000000,17.34375,16,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
 199,8000000,17.65625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
 199,9000000,28.28125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
 199,10000000,17.8125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,4
-200,1000000,28.125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,2000000,142.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,3000000,207.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,4000000,16.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,5000000,17.1875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,6000000,42.8125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,7000000,17.34375,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
-200,8000000,16.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,4
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+200,9000000,40.78125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
+200,10000000,17.1875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,4
 201,1000000,704.6094,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
 201,2000000,3270.1562,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
 201,3000000,4492.0312,64,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
 201,8000000,7333.203,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
 201,9000000,6694.7656,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
 201,10000000,6403.828,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,4
-202,1000000,1150.4688,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,2000000,221.40625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,3000000,284.0625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,4000000,393.90625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,5000000,275.0,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,6000000,239.84375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
-202,7000000,642.03125,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,4
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 204,1000000,39.84375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
 204,2000000,17.03125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
 204,3000000,40.9375,32,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
 204,8000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
 204,9000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
 204,10000000,17.8125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,4
-205,1000000,17.03125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
-205,2000000,27.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,4
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 210,1000000,297.8125,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
 210,2000000,132.65625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
 210,3000000,412.1875,16,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
 210,8000000,312.34375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
 210,9000000,108.4375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
 210,10000000,2560.7031,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,4
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 214,1000000,17.03125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
 214,2000000,17.03125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
 214,3000000,17.34375,16,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
 214,8000000,29.53125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
 214,9000000,41.25,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
 214,10000000,39.84375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,4
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@@ -17609,16 +17609,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,64.0625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,4
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@@ -17639,66 +17639,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+233,10000000,2026.7969,16,False,858124,0.72665203,0.00014847,9863,0.00200532,True,,,,1928.0,4
 234,1000000,50.78125,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,4
 234,2000000,17.03125,32,True,153675,0.95080553,0.08609193,11417,0.14098265,True,0.11394083,0.39876538,1.608e-05,247.0,4
 234,3000000,17.34375,32,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
 236,8000000,44.375,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,4
 236,9000000,28.28125,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,4
 236,10000000,17.8125,32,True,122778,0.96588823,0.09994127,9591,0.06105194,True,0.46310793,0.86718532,6.398e-05,1693.0,4
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-237,2000000,26.71875,16,False,918610,0.64070806,0.00283967,13742,0.0587551,False,NaN,NaN,NaN,NaN,4
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+241,10000000,7154.2188,64,False,611164,0.84754402,0.00015484,12856,0.18722412,True,,,,1297.0,4
 242,1000000,531.6406,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
 242,2000000,372.96875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
 242,3000000,500.78125,64,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
 242,8000000,113.4375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
 242,9000000,219.60938,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
 242,10000000,145.78125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,4
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+245,10000000,17.8125,16,False,568263,0.5697526,0.01057962,31454,0.06988661,True,,,,272.0,4
 246,1000000,17.03125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
 246,2000000,27.96875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
 246,3000000,17.34375,32,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
 246,8000000,17.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
 246,9000000,50.46875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
 246,10000000,17.8125,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,4
-247,1000000,293.28125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,2000000,302.5,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,3000000,300.3125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,4000000,612.4219,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,5000000,1908.125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
-247,6000000,2697.4219,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
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-247,10000000,2711.25,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,4
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+250,6000000,29.6875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,7000000,17.1875,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,8000000,17.65625,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,9000000,28.28125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
+250,10000000,17.8125,32,False,778811,0.9257789,0.01207991,6296,0.16584952,True,,,,1207.0,4
 251,1000000,179.375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
 251,2000000,661.5625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
 251,3000000,182.65625,16,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
 251,8000000,98.75,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
 251,9000000,122.1875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
 251,10000000,165.9375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,4
-252,1000000,17.03125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,2000000,17.03125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,3000000,17.34375,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,4000000,18.125,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,5000000,16.25,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,6000000,17.1875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
-252,7000000,17.1875,64,False,148876,0.54284294,0.01117408,29751,0.09910175,False,NaN,NaN,NaN,NaN,4
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 253,1000000,2026.25,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
 253,2000000,43.28125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
 253,3000000,2492.8906,16,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
 253,8000000,3430.4688,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
 253,9000000,1370.625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
 253,10000000,1297.0312,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,4
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 4,1000000,40.78125,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,3
 4,2000000,48.75,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,3
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@@ -17979,56 +17979,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 5,8000000,1103.8281,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,3
 5,9000000,1381.5625,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,3
 5,10000000,915.9375,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,3
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 11,1000000,95.3125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
 11,2000000,40.3125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
 11,3000000,49.21875,16,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
 11,8000000,99.84375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
 11,9000000,43.28125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
 11,10000000,220.0,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,3
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 14,1000000,624.6875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
 14,2000000,2300.625,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
 14,3000000,4356.0938,64,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
 14,8000000,4929.922,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
 14,9000000,5803.203,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
 14,10000000,4985.9375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,3
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-15,2000000,16.71875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,3000000,17.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,4000000,45.46875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,5000000,57.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,6000000,49.375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,7000000,50.0,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,8000000,41.71875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
-15,9000000,50.78125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,3
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+16,7000000,4862.422,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
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+16,10000000,5180.4688,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,3
 17,1000000,161.875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
 17,2000000,98.75,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
 17,3000000,42.03125,16,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
 17,8000000,138.75,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
 17,9000000,147.34375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
 17,10000000,147.8125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,3
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+19,10000000,64.21875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,3
 20,1000000,73.75,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
 20,2000000,114.6875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
 20,3000000,104.53125,64,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
 20,8000000,29.6875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
 20,9000000,44.375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
 20,10000000,105.0,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,3
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 28,2000000,257.65625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,3
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@@ -18209,56 +18209,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 28,8000000,125.15625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,3
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 34,2000000,1038.8281,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
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@@ -18269,96 +18269,96 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 34,8000000,3187.8125,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
 34,9000000,3083.2031,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
 34,10000000,3862.0312,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,3
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 44,1000000,401.875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,3
 44,2000000,284.53125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,3
 44,3000000,199.21875,16,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
 44,8000000,177.34375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,3
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+49,7000000,59.375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
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+49,10000000,27.96875,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,3
 50,1000000,128.125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
 50,2000000,56.71875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
 50,3000000,774.1406,16,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
 50,8000000,41.875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
 50,9000000,73.28125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
 50,10000000,44.375,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,3
-51,1000000,40.78125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,2000000,48.75,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,3000000,17.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,4000000,17.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,5000000,15.625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
-51,6000000,17.65625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,3
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+52,6000000,4847.9688,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,7000000,4966.797,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,8000000,4993.125,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,9000000,5131.797,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
+52,10000000,4982.3438,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,3
 53,1000000,40.78125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,3
 53,2000000,27.5,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,3
 53,3000000,17.5,16,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
 54,8000000,307.5,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,3
 54,9000000,239.6875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,3
 54,10000000,187.65625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,3
-55,1000000,2764.6094,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,2000000,4566.172,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,3000000,3817.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,4000000,5674.1406,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,5000000,1547.0312,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,6000000,3577.6562,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,7000000,4131.4844,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,8000000,3203.125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,9000000,5051.4844,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
-55,10000000,3516.4062,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,3
+55,1000000,2764.6094,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,2000000,4566.172,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,3000000,3817.5,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,4000000,5674.1406,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,5000000,1547.0312,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,6000000,3577.6562,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,7000000,4131.4844,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,8000000,3203.125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,9000000,5051.4844,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
+55,10000000,3516.4062,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,3
 56,1000000,17.34375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
 56,2000000,48.75,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
 56,3000000,17.5,32,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
 56,8000000,17.65625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
 56,9000000,17.65625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
 56,10000000,17.96875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,3
-57,1000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,2000000,16.71875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,3000000,47.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,4000000,28.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,5000000,15.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,6000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,7000000,48.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,8000000,28.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,9000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
-57,10000000,29.0625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,3
+57,1000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,2000000,16.71875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,3000000,47.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,4000000,28.28125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,5000000,15.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,6000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,7000000,48.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,8000000,28.90625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,9000000,17.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
+57,10000000,29.0625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,3
 58,1000000,317.5,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
 58,2000000,161.5625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
 58,3000000,447.03125,16,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
 58,8000000,370.70312,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
 58,9000000,153.28125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
 58,10000000,127.1875,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,3
-59,1000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,2000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,3000000,27.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,4000000,17.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,5000000,15.625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,6000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,7000000,16.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,8000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,9000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-59,10000000,17.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,3
-60,1000000,196.875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,2000000,17.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,3000000,138.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,4000000,1000.46875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,5000000,1615.7031,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
-60,6000000,267.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
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-60,8000000,3748.9062,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
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-60,10000000,4689.453,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,3
+59,1000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,2000000,16.71875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,3000000,27.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
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+59,6000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,7000000,16.875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,8000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,9000000,17.65625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+59,10000000,17.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,3
+60,1000000,196.875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,2000000,17.8125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,3000000,138.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,4000000,1000.46875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,5000000,1615.7031,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,6000000,267.5,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,7000000,4406.4844,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,8000000,3748.9062,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,9000000,1926.9531,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
+60,10000000,4689.453,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,3
 61,1000000,128.75,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
 61,2000000,4443.75,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
 61,3000000,4710.1562,32,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
 61,8000000,5997.9688,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
 61,9000000,9134.375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
 61,10000000,13158.594,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,3
-62,1000000,17.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,2000000,16.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,3000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,4000000,17.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,5000000,15.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,6000000,17.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,7000000,16.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,8000000,17.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,9000000,17.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
-62,10000000,17.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,3
+62,1000000,17.34375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,2000000,16.71875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,3000000,17.5,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,4000000,17.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,5000000,15.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,6000000,17.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,7000000,16.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,8000000,17.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,9000000,17.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
+62,10000000,17.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,3
 63,1000000,40.78125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
 63,2000000,16.71875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
 63,3000000,38.4375,32,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
 63,8000000,28.90625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
 63,9000000,28.90625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
 63,10000000,17.96875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,3
-64,1000000,925.3125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,2000000,1252.6562,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,3000000,3674.1406,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,4000000,4726.5625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,5000000,3913.3594,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,6000000,5888.203,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,7000000,5644.7656,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,8000000,5840.1562,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,9000000,8247.344,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
-64,10000000,10443.906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,3
+64,1000000,925.3125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,2000000,1252.6562,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,3000000,3674.1406,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,4000000,4726.5625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,5000000,3913.3594,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,6000000,5888.203,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,7000000,5644.7656,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,8000000,5840.1562,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,9000000,8247.344,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
+64,10000000,10443.906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,3
 65,1000000,146.5625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,3
 65,2000000,563.9844,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,3
 65,3000000,865.0781,16,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
 66,8000000,7693.047,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,3
 66,9000000,5111.6406,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,3
 66,10000000,2406.7969,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,3
-67,1000000,28.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,2000000,27.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,3000000,27.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,4000000,28.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,5000000,29.375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,6000000,30.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,7000000,38.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,8000000,68.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,9000000,89.21875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
-67,10000000,96.5625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,3
+67,1000000,28.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,2000000,27.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,3000000,27.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,4000000,28.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,5000000,29.375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,6000000,30.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,7000000,38.59375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,8000000,68.90625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,9000000,89.21875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
+67,10000000,96.5625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,3
 68,1000000,2722.1875,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,3
 68,2000000,100.15625,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,3
 68,3000000,246.25,16,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
 70,8000000,57.34375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,3
 70,9000000,29.53125,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,3
 70,10000000,30.46875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,3
-71,1000000,387.65625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,2000000,49.84375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,3000000,1185.7812,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,4000000,2278.8281,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,5000000,3774.2188,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,6000000,3735.0781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,7000000,3893.2812,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,8000000,4524.297,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,9000000,3140.0781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-71,10000000,3855.4688,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,3
-72,1000000,51.5625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,2000000,48.75,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-72,3000000,17.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
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-72,10000000,29.0625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,3
-73,1000000,17.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,2000000,16.71875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,3000000,17.5,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,4000000,17.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,5000000,15.625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,6000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,7000000,16.875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,8000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,9000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-73,10000000,17.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,NaN,3
-74,1000000,2796.25,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,2000000,5027.6562,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
-74,3000000,3909.5312,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
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-74,6000000,4527.0312,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
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-74,10000000,4911.0938,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,NaN,NaN,NaN,834.0,3
+71,1000000,387.65625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
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+71,3000000,1185.7812,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,4000000,2278.8281,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,5000000,3774.2188,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,6000000,3735.0781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,7000000,3893.2812,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,8000000,4524.297,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,9000000,3140.0781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+71,10000000,3855.4688,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,3
+72,1000000,51.5625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,2000000,48.75,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,3000000,17.5,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
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+72,5000000,15.625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+72,6000000,30.3125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
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+72,10000000,29.0625,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,3
+73,1000000,17.34375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,2000000,16.71875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,3000000,17.5,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,4000000,17.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,5000000,15.625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,6000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,7000000,16.875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,8000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,9000000,17.65625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+73,10000000,17.96875,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,3
+74,1000000,2796.25,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,2000000,5027.6562,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,3000000,3909.5312,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,4000000,6273.9062,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,5000000,2433.5938,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,6000000,4527.0312,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,7000000,4684.375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,8000000,4819.453,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,9000000,4325.1562,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
+74,10000000,4911.0938,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,3
 75,1000000,17.34375,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,3
 75,2000000,38.90625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,3
 75,3000000,27.5,64,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
 76,8000000,287.5,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,3
 76,9000000,476.5625,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,3
 76,10000000,514.53125,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,3
-77,1000000,51.5625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,2000000,27.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,3000000,27.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,4000000,35.46875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,5000000,29.375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
-77,6000000,38.90625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,3
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 82,2000000,1347.9688,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,3
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@@ -18749,46 +18749,46 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 82,8000000,6297.6562,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,3
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 82,10000000,6502.0312,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,3
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+83,6000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,7000000,16.875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,8000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,9000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+83,10000000,17.96875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,3
+84,1000000,1546.6406,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,2000000,3896.9531,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,3000000,4610.3906,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
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+84,6000000,5760.625,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,7000000,4203.828,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,8000000,6202.5,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,9000000,6275.3906,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+84,10000000,7233.828,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,3
+85,1000000,17.34375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,2000000,38.90625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
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+85,4000000,17.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,5000000,15.625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,6000000,30.3125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,7000000,16.875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,8000000,17.65625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,9000000,17.65625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+85,10000000,17.96875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,3
+86,1000000,256.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,2000000,321.875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,3000000,650.3906,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,4000000,172.5,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,5000000,4792.7344,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,6000000,4341.328,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,7000000,5168.4375,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,8000000,4951.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,9000000,1255.3906,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
+86,10000000,9080.3125,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,3
 87,1000000,758.90625,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
 87,2000000,1197.5781,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
 87,3000000,1817.4219,16,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
 87,8000000,17.96875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
 87,9000000,17.8125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
 87,10000000,1703.5156,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,3
-88,1000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,2000000,27.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,3000000,17.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,4000000,35.46875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,5000000,15.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,6000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,7000000,37.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,8000000,28.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,9000000,28.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
-88,10000000,17.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,3
+88,1000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,2000000,27.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,3000000,17.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,4000000,35.46875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,5000000,15.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,6000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,7000000,37.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,8000000,28.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,9000000,28.90625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
+88,10000000,17.96875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,3
 89,1000000,488.75,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
 89,2000000,559.6875,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
 89,3000000,611.6406,64,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
 89,8000000,3505.8594,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
 89,9000000,4172.422,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
 89,10000000,3697.0312,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,3
-90,1000000,45.0,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,2000000,81.71875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,3000000,17.5,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,4000000,17.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,5000000,15.625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,6000000,59.21875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,7000000,16.875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,8000000,55.3125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,9000000,17.65625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-90,10000000,17.96875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,3
-91,1000000,574.53125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
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-91,6000000,1758.9062,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
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-91,10000000,2905.8594,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,3
-92,1000000,302.73438,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,2000000,596.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,3000000,4827.2656,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,4000000,3486.25,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
-92,5000000,169.21875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
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-92,10000000,2128.5156,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,3
+90,1000000,45.0,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,,,,,3
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+91,6000000,1758.9062,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,7000000,1410.0781,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+91,8000000,2109.1406,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
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+91,10000000,2905.8594,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,,,,,3
+92,1000000,302.73438,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,2000000,596.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,3000000,4827.2656,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,4000000,3486.25,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,5000000,169.21875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,6000000,1671.4844,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,7000000,1869.2188,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,8000000,3878.2812,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,9000000,101.5625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
+92,10000000,2128.5156,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,3
 93,1000000,220.46875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
 93,2000000,106.875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
 93,3000000,164.375,32,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
 93,8000000,1049.6094,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
 93,9000000,532.2656,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
 93,10000000,244.53125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,3
-94,1000000,51.5625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,2000000,16.71875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,3000000,17.5,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,4000000,17.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,5000000,29.375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,6000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,7000000,16.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,8000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,9000000,28.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-94,10000000,17.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,3
-95,1000000,455.23438,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,2000000,194.0625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,3000000,561.875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,4000000,1125.0,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
-95,5000000,1318.8281,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
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-95,9000000,242.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,3
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-96,3000000,237.5,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
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-96,5000000,95.15625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,6000000,299.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
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-96,8000000,190.15625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,9000000,242.8125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
-96,10000000,514.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,3
+94,1000000,51.5625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,2000000,16.71875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,3000000,17.5,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,4000000,17.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,5000000,29.375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,6000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,7000000,16.875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,8000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,9000000,28.90625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+94,10000000,17.96875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,3
+95,1000000,455.23438,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,2000000,194.0625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,3000000,561.875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,4000000,1125.0,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,5000000,1318.8281,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,6000000,1644.9219,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,7000000,3064.9219,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,8000000,3080.3906,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,9000000,242.1875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+95,10000000,3726.9531,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,3
+96,1000000,165.15625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,2000000,177.65625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,3000000,237.5,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,4000000,157.96875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,5000000,95.15625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,6000000,299.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,7000000,201.5625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,8000000,190.15625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,9000000,242.8125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
+96,10000000,514.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,3
 97,1000000,17.34375,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,3
 97,2000000,38.90625,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,3
 97,3000000,27.5,16,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
 98,8000000,17.65625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,3
 98,9000000,17.65625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,3
 98,10000000,29.0625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,3
-99,1000000,120.0,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,2000000,99.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,3000000,238.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,4000000,549.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,5000000,349.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,6000000,125.3125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,7000000,1440.4688,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,8000000,187.5,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,9000000,479.84375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-99,10000000,702.5,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,3
-100,1000000,17.34375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,2000000,16.71875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,3000000,17.5,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,4000000,35.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,5000000,15.625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
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-100,7000000,16.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,8000000,17.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,9000000,28.90625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-100,10000000,38.28125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,3
-101,1000000,216.5625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,2000000,252.96875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,3000000,191.5625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,4000000,555.8594,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
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-101,6000000,976.0156,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,7000000,180.625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,8000000,275.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
-101,9000000,380.78125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,3
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+99,1000000,120.0,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,2000000,99.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,3000000,238.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,4000000,549.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,5000000,349.53125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,6000000,125.3125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,7000000,1440.4688,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,8000000,187.5,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,9000000,479.84375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
+99,10000000,702.5,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,3
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+100,4000000,35.46875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
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+100,7000000,16.875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,8000000,17.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,9000000,28.90625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+100,10000000,38.28125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,3
+101,1000000,216.5625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,2000000,252.96875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,3000000,191.5625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,4000000,555.8594,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,5000000,545.15625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,6000000,976.0156,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,7000000,180.625,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,8000000,275.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,9000000,380.78125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
+101,10000000,1167.3438,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,3
 102,1000000,362.65625,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,3
 102,2000000,1221.0156,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,3
 102,3000000,4220.3906,64,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
 104,8000000,241.875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,3
 104,9000000,504.92188,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,3
 104,10000000,189.21875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,3
-105,1000000,17.34375,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,2000000,48.75,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,3000000,17.5,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,4000000,28.28125,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,5000000,15.625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,6000000,49.21875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,7000000,16.875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,8000000,17.65625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,9000000,28.90625,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-105,10000000,17.96875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,3
-106,1000000,17.34375,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
-106,2000000,16.71875,64,False,786408,0.8740114,0.00928617,10568,0.16035892,False,NaN,NaN,NaN,NaN,3
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 110,1000000,40.78125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,3
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 110,3000000,17.5,32,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
 111,8000000,17.65625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,3
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 111,10000000,17.96875,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,3
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 115,1000000,189.21875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
 115,2000000,221.48438,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
 115,3000000,557.4219,64,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
 115,8000000,31.875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
 115,9000000,27.96875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
 115,10000000,27.96875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,3
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 118,1000000,462.03125,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
 118,2000000,546.25,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
 118,3000000,771.09375,16,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
 118,8000000,1090.625,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
 118,9000000,1389.2969,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
 118,10000000,1853.0469,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,3
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@@ -19169,136 +19169,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 138,3000000,303.67188,64,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
 138,8000000,486.79688,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,3
 138,9000000,231.5625,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,3
 138,10000000,665.7031,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,3
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-139,2000000,419.21875,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
-139,3000000,127.03125,16,True,851351,0.88553867,2.554e-05,13000,0.18527927,False,0.61820284,0.22927528,1.5e-07,NaN,3
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+143,10000000,17.96875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,3
 144,1000000,189.21875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
 144,2000000,138.125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
 144,3000000,82.34375,16,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
 144,8000000,3912.9688,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
 144,9000000,5056.4844,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
 144,10000000,4612.1094,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,3
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+147,9000000,17.65625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
+147,10000000,29.0625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,3
 148,1000000,17.34375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
 148,2000000,16.71875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
 148,3000000,17.5,32,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
 148,8000000,17.65625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
 148,9000000,28.90625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
 148,10000000,48.75,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,3
-149,1000000,145.15625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,2000000,483.4375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,3000000,218.59375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,4000000,1113.9844,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,5000000,413.82812,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
-149,6000000,2855.1562,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,3
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+149,7000000,1276.0156,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,8000000,25.46875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,9000000,378.28125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
+149,10000000,208.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,3
 150,1000000,368.51562,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
 150,2000000,634.6875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
 150,3000000,1183.125,32,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
 150,8000000,1692.8125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
 150,9000000,2956.0938,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
 150,10000000,431.09375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,3
-151,1000000,129.53125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,2000000,48.75,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,3000000,391.875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,4000000,17.5,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,5000000,27.1875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
-151,6000000,16.71875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,3
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 153,1000000,193.4375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,3
 153,2000000,42.1875,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,3
 153,3000000,757.5,32,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
 154,8000000,5830.0,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,3
 154,9000000,9134.375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,3
 154,10000000,5436.5625,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,3
-155,1000000,35.15625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,2000000,199.84375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,3000000,344.6875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,4000000,233.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,5000000,190.625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
-155,6000000,351.40625,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,NaN,3
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+155,10000000,477.10938,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,3
 156,1000000,386.71875,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
 156,2000000,574.53125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
 156,3000000,1322.3438,32,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
 156,8000000,1036.25,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
 156,9000000,1779.8438,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
 156,10000000,2359.1406,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,3
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 167,1000000,533.28125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
 167,2000000,1014.53125,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
 167,3000000,2493.9844,32,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
 167,8000000,4427.578,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
 167,9000000,5031.4844,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
 167,10000000,4755.9375,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,3
-168,1000000,430.15625,32,False,475409,0.95202541,1.5e-06,6759,0.06836438,False,NaN,NaN,NaN,NaN,3
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+169,10000000,318.75,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,3
 170,1000000,123.4375,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,3
 170,2000000,140.625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,3
 170,3000000,231.71875,32,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
 171,8000000,4291.0938,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,3
 171,9000000,4394.0625,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,3
 171,10000000,4108.672,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,3
-172,1000000,28.90625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,2000000,27.5,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,3000000,27.5,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
-172,4000000,28.28125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
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-172,6000000,30.3125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,3
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 174,1000000,428.98438,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,3
 174,2000000,441.09375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,3
 174,3000000,932.8906,64,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
 174,8000000,295.9375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,3
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 176,1000000,240.07812,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
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 176,3000000,767.5781,16,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
 176,8000000,119.6875,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
 176,9000000,474.60938,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
 176,10000000,120.9375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,3
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 178,1000000,17.34375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,3
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@@ -19709,166 +19709,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 178,8000000,196.875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,3
 178,9000000,77.65625,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,3
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 195,1000000,51.5625,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,3
 195,2000000,16.71875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,3
 195,3000000,17.5,16,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
 196,8000000,17.65625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,3
 196,9000000,17.65625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,3
 196,10000000,17.96875,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,3
-197,1000000,3288.75,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,2000000,4813.9062,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,3000000,3676.25,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
-197,4000000,4361.953,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
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-197,6000000,1876.3281,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,3
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+198,10000000,4419.375,64,False,517234,0.88859636,4.13e-06,15769,0.02452899,True,,,,1895.0,3
 199,1000000,17.34375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
 199,2000000,16.71875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
 199,3000000,17.5,16,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
 199,8000000,28.90625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
 199,9000000,17.65625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
 199,10000000,48.75,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,3
-200,1000000,62.65625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,2000000,16.71875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,3000000,17.5,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,4000000,17.96875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,5000000,42.96875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,6000000,38.90625,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
-200,7000000,16.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
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-200,9000000,51.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,NaN,NaN,NaN,NaN,3
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+200,9000000,51.875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
+200,10000000,48.75,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,3
 201,1000000,1585.8594,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
 201,2000000,3323.4375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
 201,3000000,4217.3438,64,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
 201,8000000,5447.1094,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
 201,9000000,5467.422,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
 201,10000000,6279.8438,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,3
-202,1000000,738.9844,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,2000000,637.65625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,3000000,624.21875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,4000000,594.7656,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
-202,5000000,741.3281,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,3
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 204,1000000,17.34375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
 204,2000000,16.71875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
 204,3000000,17.5,32,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
 204,8000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
 204,9000000,17.65625,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
 204,10000000,17.96875,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,3
-205,1000000,17.34375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,2000000,38.90625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,3000000,38.4375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
-205,4000000,17.96875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
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-205,10000000,29.0625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,3
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-207,1000000,4947.422,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,3
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 210,1000000,188.75,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
 210,2000000,197.96875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
 210,3000000,362.57812,16,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
 210,8000000,117.96875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
 210,9000000,94.84375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
 210,10000000,174.6875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,3
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 214,1000000,17.34375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,3
 214,2000000,27.5,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,3
 214,3000000,17.5,16,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
 214,8000000,17.65625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,3
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@@ -20169,16 +20169,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,279.21875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,3
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@@ -20199,66 +20199,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,1562.6562,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,3
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@@ -20289,56 +20289,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 242,2000000,220.46875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
 242,3000000,179.84375,64,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
 242,8000000,74.84375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
 242,9000000,203.28125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
 242,10000000,82.96875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,3
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 246,1000000,17.34375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
 246,2000000,27.5,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
 246,3000000,27.5,32,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
 246,8000000,17.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
 246,9000000,51.875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
 246,10000000,17.96875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,3
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 251,1000000,357.34375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
 251,2000000,84.53125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
 251,3000000,374.60938,16,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
 251,8000000,262.5,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
 251,9000000,459.92188,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
 251,10000000,145.78125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,3
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 253,1000000,119.6875,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
 253,2000000,17.65625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
 253,3000000,17.8125,16,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
 253,8000000,49.84375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
 253,9000000,28.59375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
 253,10000000,98.125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,3
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+2,7000000,16.71875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,8000000,27.96875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,9000000,27.96875,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+2,10000000,30.0,16,False,144230,0.97233446,0.00040667,14187,0.05364657,False,,,,,2
+3,1000000,4296.875,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,2000000,5189.375,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,3000000,5044.8438,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,4000000,7598.672,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,5000000,5397.5,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,6000000,11554.141,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,7000000,9238.203,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,8000000,4225.703,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,9000000,2424.1406,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
+3,10000000,5105.547,32,False,943806,0.84091015,6.274e-05,14897,0.13982861,True,,,,258.0,2
 4,1000000,28.59375,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,2
 4,2000000,16.875,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,2
 4,3000000,28.4375,16,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
 5,8000000,90.0,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,2
 5,9000000,110.15625,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,2
 5,10000000,120.625,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,2
-6,1000000,875.7031,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,2000000,4288.5938,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,3000000,5300.3125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,4000000,4377.8125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,5000000,7981.797,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,6000000,9530.781,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,7000000,9496.953,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,8000000,5676.797,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,9000000,9588.828,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-6,10000000,9073.906,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,NaN,NaN,NaN,1385.0,2
-7,1000000,17.03125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,2000000,50.3125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,3000000,17.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,4000000,27.96875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,5000000,16.09375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,6000000,17.65625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,7000000,17.1875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,8000000,17.34375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,9000000,17.5,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-7,10000000,18.4375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,2
-8,1000000,41.09375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,2000000,40.9375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,3000000,56.40625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,4000000,35.625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,5000000,33.28125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,6000000,18.28125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,7000000,30.78125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,8000000,19.0625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,9000000,17.34375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-8,10000000,17.5,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,2
-9,1000000,28.59375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,2000000,16.875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,3000000,17.96875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,4000000,17.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,5000000,16.09375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,6000000,30.0,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,7000000,17.1875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,8000000,40.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,9000000,28.125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-9,10000000,18.4375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,NaN,NaN,NaN,1386.0,2
-10,1000000,1210.3125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,2000000,3217.7344,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,3000000,4640.1562,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,4000000,2421.25,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,5000000,4852.1875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,6000000,2569.4531,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,7000000,4689.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,8000000,3228.5156,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,9000000,5110.7812,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
-10,10000000,3361.4844,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,NaN,NaN,NaN,858.0,2
+6,1000000,875.7031,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,2000000,4288.5938,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,3000000,5300.3125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+6,4000000,4377.8125,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
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+6,6000000,9530.781,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
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+6,8000000,5676.797,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
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+6,10000000,9073.906,64,False,739531,0.5195939,2.594e-05,4839,0.0599319,True,,,,1385.0,2
+7,1000000,17.03125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,2000000,50.3125,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
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+7,5000000,16.09375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,6000000,17.65625,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,7000000,17.1875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
+7,8000000,17.34375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
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+7,10000000,18.4375,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,,2
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+8,7000000,30.78125,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,8000000,19.0625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,9000000,17.34375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+8,10000000,17.5,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,,2
+9,1000000,28.59375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,2000000,16.875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,3000000,17.96875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,4000000,17.8125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,5000000,16.09375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,6000000,30.0,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,7000000,17.1875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,8000000,40.46875,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,9000000,28.125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+9,10000000,18.4375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,2
+10,1000000,1210.3125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,2000000,3217.7344,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,3000000,4640.1562,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,4000000,2421.25,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,5000000,4852.1875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,6000000,2569.4531,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,7000000,4689.375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,8000000,3228.5156,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,9000000,5110.7812,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
+10,10000000,3361.4844,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,2
 11,1000000,138.59375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
 11,2000000,108.28125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
 11,3000000,147.8125,16,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
 11,8000000,134.0625,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
 11,9000000,75.9375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
 11,10000000,44.84375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,2
-12,1000000,51.40625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,2000000,50.3125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,3000000,40.15625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,4000000,27.96875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,5000000,16.09375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,6000000,30.0,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,7000000,37.96875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,8000000,40.46875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,9000000,17.5,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-12,10000000,18.4375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,2
-13,1000000,17.03125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,NaN,NaN,NaN,NaN,2
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+13,10000000,18.4375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,2
 14,1000000,1415.7812,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
 14,2000000,2408.9062,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
 14,3000000,4420.3906,64,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
 14,8000000,8396.406,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
 14,9000000,7279.7656,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
 14,10000000,8417.734,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,2
-15,1000000,47.03125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,2000000,16.875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,3000000,17.96875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,4000000,17.8125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,5000000,16.09375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,6000000,133.4375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
-15,7000000,153.4375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,2
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+16,10000000,6722.8906,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,2
 17,1000000,255.0,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
 17,2000000,213.75,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
 17,3000000,107.65625,16,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
 17,8000000,742.96875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
 17,9000000,528.28125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
 17,10000000,190.78125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,2
-18,1000000,17.03125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,2000000,16.875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
-18,3000000,17.96875,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,2
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+19,10000000,202.96875,64,False,254705,0.60665599,0.00038995,1838,0.04228655,True,,,,1174.0,2
 20,1000000,17.03125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
 20,2000000,40.9375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
 20,3000000,28.4375,64,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
 20,8000000,17.34375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
 20,9000000,17.5,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
 20,10000000,18.4375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,2
-21,1000000,87.1875,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,2000000,63.4375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
-21,3000000,54.375,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
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-21,6000000,86.25,64,False,903819,0.54171122,0.00057672,19578,0.19242534,True,NaN,NaN,NaN,1860.0,2
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 28,1000000,291.25,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
 28,2000000,102.1875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
 28,3000000,155.46875,16,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
 28,8000000,210.3125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
 28,9000000,143.125,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
 28,10000000,267.1875,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,2
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 34,1000000,522.65625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
 34,2000000,784.6094,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
 34,3000000,851.25,32,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
 34,8000000,3141.4062,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
 34,9000000,3489.4531,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
 34,10000000,3733.4375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,2
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+42,7000000,7401.328,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,8000000,5526.4844,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,9000000,8647.5,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+42,10000000,8695.781,32,False,862460,0.52434515,1.854e-05,15186,0.02182095,True,,,,1422.0,2
+43,1000000,93.59375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,2000000,50.3125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,3000000,17.96875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,4000000,17.8125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,5000000,30.46875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,6000000,38.4375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,7000000,17.1875,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,8000000,49.53125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,9000000,28.125,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
+43,10000000,18.4375,16,True,676574,0.93961738,0.00052287,9998,0.00701682,False,0.01780526,0.37895228,1.325e-05,,2
 44,1000000,314.6875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
 44,2000000,657.1094,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
 44,3000000,125.46875,16,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
 44,8000000,70.46875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
 44,9000000,135.46875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
 44,10000000,92.34375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,2
-45,1000000,33.125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,2000000,34.21875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,3000000,32.65625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,4000000,70.15625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,5000000,48.125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,6000000,100.9375,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,7000000,99.6875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,8000000,72.8125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,9000000,60.78125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-45,10000000,55.625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,NaN,NaN,NaN,NaN,2
-46,1000000,122.65625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,2000000,331.875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,3000000,533.28125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,4000000,3463.2031,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,5000000,4573.3594,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,6000000,2711.1719,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,7000000,5311.25,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,8000000,8310.781,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,9000000,5085.7812,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-46,10000000,5521.328,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,NaN,NaN,NaN,NaN,2
-47,1000000,17.03125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,2000000,40.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,3000000,28.4375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,4000000,17.8125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,5000000,54.0625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,6000000,17.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,7000000,49.0625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,8000000,17.34375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,9000000,17.5,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-47,10000000,38.75,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,NaN,NaN,NaN,601.0,2
-48,1000000,159.6875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,2000000,432.5,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,3000000,578.4375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,4000000,364.6875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,5000000,1330.2344,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,6000000,2294.2188,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,7000000,3539.0625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,8000000,3947.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,9000000,3952.5781,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-48,10000000,4153.9844,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,NaN,NaN,NaN,120.0,2
-49,1000000,28.59375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,2000000,27.65625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,3000000,51.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,4000000,35.0,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,5000000,55.625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,6000000,30.78125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,7000000,38.59375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,8000000,31.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,9000000,17.5,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
-49,10000000,65.15625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,NaN,NaN,NaN,NaN,2
+45,1000000,33.125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,2000000,34.21875,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,3000000,32.65625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,4000000,70.15625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,5000000,48.125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
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+45,8000000,72.8125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,9000000,60.78125,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+45,10000000,55.625,16,False,600802,0.7943698,0.06514058,1559,0.1396,False,,,,,2
+46,1000000,122.65625,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,2000000,331.875,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,3000000,533.28125,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,4000000,3463.2031,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,5000000,4573.3594,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,6000000,2711.1719,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,7000000,5311.25,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,8000000,8310.781,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,9000000,5085.7812,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+46,10000000,5521.328,32,False,694270,0.54544287,1.377e-05,14049,0.12503564,False,,,,,2
+47,1000000,17.03125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,2000000,40.9375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,3000000,28.4375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,4000000,17.8125,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,5000000,54.0625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,6000000,17.65625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,7000000,49.0625,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,8000000,17.34375,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,9000000,17.5,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+47,10000000,38.75,32,False,541850,0.96165303,0.01410869,31762,0.18403678,True,,,,601.0,2
+48,1000000,159.6875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,2000000,432.5,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,3000000,578.4375,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,4000000,364.6875,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,5000000,1330.2344,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,6000000,2294.2188,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,7000000,3539.0625,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,8000000,3947.8125,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,9000000,3952.5781,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+48,10000000,4153.9844,16,False,446961,0.9539378,6.33e-06,22011,0.08861249,True,,,,120.0,2
+49,1000000,28.59375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,2000000,27.65625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,3000000,51.25,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,4000000,35.0,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,5000000,55.625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,6000000,30.78125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,7000000,38.59375,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,8000000,31.5625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,9000000,17.5,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
+49,10000000,65.15625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,2
 50,1000000,388.90625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
 50,2000000,265.46875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
 50,3000000,251.40625,16,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
 50,8000000,27.03125,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
 50,9000000,16.71875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
 50,10000000,17.1875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,2
-51,1000000,17.03125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,2000000,27.65625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,3000000,17.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,4000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,5000000,43.90625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,6000000,17.65625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,7000000,17.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,8000000,49.53125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,9000000,17.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-51,10000000,18.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,2
-52,1000000,542.5,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,2000000,3558.9062,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,3000000,4933.828,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,4000000,4898.047,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,5000000,5767.2656,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,6000000,4995.547,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,7000000,4521.25,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,8000000,4991.875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,9000000,6795.4688,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
-52,10000000,5402.5,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,2
+51,1000000,17.03125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,2000000,27.65625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,3000000,17.96875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,4000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,5000000,43.90625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,6000000,17.65625,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,7000000,17.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,8000000,49.53125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,9000000,17.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+51,10000000,18.4375,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,2
+52,1000000,542.5,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,2000000,3558.9062,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,3000000,4933.828,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,4000000,4898.047,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,5000000,5767.2656,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,6000000,4995.547,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,7000000,4521.25,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,8000000,4991.875,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,9000000,6795.4688,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
+52,10000000,5402.5,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,2
 53,1000000,17.03125,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,2
 53,2000000,16.875,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,2
 53,3000000,28.4375,16,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
 54,8000000,465.46875,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,2
 54,9000000,270.9375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,2
 54,10000000,257.34375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,2
-55,1000000,2990.8594,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,2000000,3699.8438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,3000000,4348.125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,4000000,4263.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,5000000,3250.9375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,6000000,5495.9375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,7000000,1171.0938,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,8000000,5499.8438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,9000000,6650.4688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
-55,10000000,4140.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,2
+55,1000000,2990.8594,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,2000000,3699.8438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,3000000,4348.125,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,4000000,4263.75,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,5000000,3250.9375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,6000000,5495.9375,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,7000000,1171.0938,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,8000000,5499.8438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,9000000,6650.4688,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
+55,10000000,4140.0,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,2
 56,1000000,64.84375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
 56,2000000,44.375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
 56,3000000,82.8125,32,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
 56,8000000,103.75,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
 56,9000000,49.375,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
 56,10000000,28.75,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,2
-57,1000000,51.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,2000000,27.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,3000000,28.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,4000000,27.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,5000000,54.0625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,6000000,30.0,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,7000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,8000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,9000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
-57,10000000,18.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,2
+57,1000000,51.40625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,2000000,27.65625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,3000000,28.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,4000000,27.96875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,5000000,54.0625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,6000000,30.0,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,7000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,8000000,17.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,9000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
+57,10000000,18.4375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,2
 58,1000000,91.09375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
 58,2000000,161.09375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
 58,3000000,147.34375,16,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
 58,8000000,112.5,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
 58,9000000,349.0625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
 58,10000000,118.90625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,2
-59,1000000,41.09375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,2000000,40.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,3000000,17.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,4000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,5000000,16.09375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,6000000,49.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,7000000,28.75,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,8000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,9000000,28.125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-59,10000000,18.4375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,2
-60,1000000,169.0625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,2000000,171.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,3000000,326.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,4000000,118.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,5000000,496.17188,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,6000000,234.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,7000000,2658.125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,8000000,1573.5938,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,9000000,2967.1875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
-60,10000000,4350.2344,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,2
+59,1000000,41.09375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,2000000,40.9375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,3000000,17.96875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,4000000,17.8125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,5000000,16.09375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,6000000,49.53125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,7000000,28.75,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,8000000,17.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,9000000,28.125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+59,10000000,18.4375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,2
+60,1000000,169.0625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,2000000,171.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,3000000,326.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,4000000,118.59375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,5000000,496.17188,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,6000000,234.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,7000000,2658.125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,8000000,1573.5938,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,9000000,2967.1875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
+60,10000000,4350.2344,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,2
 61,1000000,1735.0,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
 61,2000000,4076.4844,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
 61,3000000,4777.578,32,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
 61,8000000,10306.641,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
 61,9000000,15646.172,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
 61,10000000,7672.5,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,2
-62,1000000,46.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,2000000,16.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,3000000,98.4375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,4000000,89.375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,5000000,88.59375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,6000000,23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,7000000,96.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,8000000,28.59375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,9000000,33.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
-62,10000000,32.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,2
+62,1000000,46.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,2000000,16.875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,3000000,98.4375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,4000000,89.375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,5000000,88.59375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,6000000,23.90625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,7000000,96.5625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,8000000,28.59375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,9000000,33.125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
+62,10000000,32.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,2
 63,1000000,17.03125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
 63,2000000,27.65625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
 63,3000000,28.4375,32,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
 63,8000000,40.46875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
 63,9000000,17.5,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
 63,10000000,18.4375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,2
-64,1000000,506.48438,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,2000000,2851.3281,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,3000000,2405.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,4000000,256.09375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,5000000,150.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,6000000,157.65625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,7000000,131.25,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,8000000,406.5625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,9000000,459.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
-64,10000000,349.53125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,2
+64,1000000,506.48438,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,2000000,2851.3281,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,3000000,2405.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,4000000,256.09375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,5000000,150.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,6000000,157.65625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,7000000,131.25,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,8000000,406.5625,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,9000000,459.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
+64,10000000,349.53125,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,2
 65,1000000,172.65625,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,2
 65,2000000,739.6094,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,2
 65,3000000,787.5781,16,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
 66,8000000,4470.3125,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,2
 66,9000000,5905.7812,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,2
 66,10000000,4712.8906,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,2
-67,1000000,101.71875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,2000000,103.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,3000000,39.0625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,4000000,42.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,5000000,40.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,6000000,29.6875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,7000000,27.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,8000000,16.71875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,9000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
-67,10000000,30.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,2
+67,1000000,101.71875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,2000000,103.28125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,3000000,39.0625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,4000000,42.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,5000000,40.78125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,6000000,29.6875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,7000000,27.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,8000000,16.71875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,9000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
+67,10000000,30.3125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,2
 68,1000000,554.6875,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,2
 68,2000000,145.9375,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,2
 68,3000000,1252.9688,16,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
 70,8000000,157.8125,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,2
 70,9000000,100.625,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,2
 70,10000000,216.09375,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,2
-71,1000000,352.10938,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,2000000,1449.375,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,3000000,2492.9688,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,4000000,2323.9844,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,5000000,3673.2812,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,6000000,3997.4219,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
-71,7000000,4284.8438,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,2
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-72,1000000,17.03125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,NaN,NaN,NaN,894.0,2
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+71,1000000,352.10938,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,,,,680.0,2
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+72,1000000,17.03125,32,False,148674,0.62845832,0.02332299,16639,0.17989326,True,,,,894.0,2
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+73,1000000,51.5625,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
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+73,5000000,16.09375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
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+73,7000000,38.4375,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,8000000,112.8125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,9000000,103.75,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
+73,10000000,87.03125,32,True,915058,0.86587209,0.00434245,10227,0.11596418,False,0.79763446,0.35108516,0.0001212,,2
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+74,2000000,1940.9375,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
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+74,4000000,7567.422,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,5000000,95.3125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,6000000,3640.7812,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,7000000,1250.2344,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,8000000,4864.2188,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,9000000,2607.8125,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
+74,10000000,4195.8594,16,False,441893,0.74320522,0.00017452,19050,0.12461268,True,,,,834.0,2
 75,1000000,51.40625,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,2
 75,2000000,16.875,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,2
 75,3000000,49.21875,64,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
 76,8000000,227.1875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,2
 76,9000000,183.28125,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,2
 76,10000000,271.71875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,2
-77,1000000,51.40625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,2000000,16.875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,3000000,17.96875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,4000000,17.8125,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,5000000,43.90625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,6000000,30.0,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,7000000,49.0625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,8000000,28.59375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,9000000,17.5,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-77,10000000,18.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,NaN,NaN,NaN,1641.0,2
-78,1000000,330.625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,2000000,438.90625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,3000000,159.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,4000000,901.875,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,5000000,387.5,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,6000000,1369.7656,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,7000000,1815.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,8000000,3154.8438,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,9000000,164.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-78,10000000,130.15625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,NaN,2
-79,1000000,242.34375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,2000000,1464.0625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,3000000,2620.9375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
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-79,5000000,4143.203,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,6000000,4435.078,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,7000000,4155.547,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,8000000,4880.7812,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,9000000,5008.5156,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-79,10000000,7183.9844,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,NaN,NaN,NaN,1779.0,2
-80,1000000,17.03125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,NaN,NaN,NaN,NaN,2
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-81,1000000,852.8125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
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-81,8000000,30.3125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
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-81,10000000,17.1875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,NaN,NaN,NaN,NaN,2
+77,1000000,51.40625,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+77,2000000,16.875,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
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+77,10000000,18.4375,32,False,725855,0.51927862,0.00733754,7908,0.18072678,True,,,,1641.0,2
+78,1000000,330.625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,2000000,438.90625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,3000000,159.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
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+78,5000000,387.5,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,6000000,1369.7656,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,7000000,1815.9375,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,8000000,3154.8438,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,9000000,164.0625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+78,10000000,130.15625,16,True,330953,0.90694007,5.03e-06,8241,0.01470154,False,0.40128091,0.31773158,7.49e-05,,2
+79,1000000,242.34375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
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+79,3000000,2620.9375,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,4000000,4139.0625,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,5000000,4143.203,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,6000000,4435.078,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,7000000,4155.547,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+79,8000000,4880.7812,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
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+79,10000000,7183.9844,64,False,218464,0.98690935,6.48e-06,10256,0.03677926,True,,,,1779.0,2
+80,1000000,17.03125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
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+80,3000000,171.875,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,4000000,190.3125,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,5000000,192.65625,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,6000000,433.59375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,7000000,369.84375,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,8000000,433.20312,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,9000000,972.5781,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+80,10000000,917.1094,16,False,112405,0.72948493,4.089e-05,11071,0.09703426,False,,,,,2
+81,1000000,852.8125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,2000000,87.1875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,3000000,30.9375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,4000000,17.34375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,5000000,17.1875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,6000000,17.34375,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,7000000,16.40625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,8000000,30.3125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,9000000,17.96875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
+81,10000000,17.1875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,2
 82,1000000,446.32812,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
 82,2000000,2467.2656,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
 82,3000000,4651.4062,64,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
 82,8000000,7881.5625,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
 82,9000000,6790.0,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
 82,10000000,8744.766,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,2
-83,1000000,59.0625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,2000000,50.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,3000000,28.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,4000000,17.8125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,5000000,16.09375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,6000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,7000000,28.75,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,8000000,28.59375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,9000000,40.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-83,10000000,29.21875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,2
-84,1000000,2111.1719,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,2000000,4788.047,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
-84,3000000,4667.8906,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,2
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+86,9000000,7163.5938,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
+86,10000000,5200.8594,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,2
 87,1000000,1192.1094,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
 87,2000000,908.75,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
 87,3000000,628.3594,16,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
 87,8000000,71.25,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
 87,9000000,583.3594,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
 87,10000000,323.59375,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,2
-88,1000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,2000000,27.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,3000000,40.15625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,4000000,36.5625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,5000000,30.46875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,6000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
-88,7000000,17.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,2
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+88,6000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,7000000,17.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,8000000,17.34375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,9000000,17.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
+88,10000000,29.21875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,2
 89,1000000,334.45312,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
 89,2000000,745.15625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
 89,3000000,1824.0625,64,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
 89,8000000,3752.7344,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
 89,9000000,4321.0156,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
 89,10000000,3401.9531,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,2
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-90,4000000,17.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,2
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+92,1000000,474.0625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,2000000,870.78125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,3000000,353.28125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,4000000,100.9375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,5000000,59.375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,6000000,60.3125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,7000000,64.53125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,8000000,24.84375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,9000000,17.34375,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
+92,10000000,30.625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,2
 93,1000000,111.09375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
 93,2000000,148.90625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
 93,3000000,198.28125,32,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
 93,8000000,428.75,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
 93,9000000,458.125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
 93,10000000,405.9375,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,2
-94,1000000,17.03125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,2000000,50.3125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,3000000,49.21875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,4000000,17.8125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,5000000,30.46875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,6000000,17.65625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,7000000,17.1875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,8000000,17.34375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,9000000,50.625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-94,10000000,29.21875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,2
-95,1000000,523.5156,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,2000000,636.71875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,3000000,556.09375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,4000000,1144.2969,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,5000000,1807.8906,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,6000000,2280.5469,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,7000000,2688.0469,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,8000000,3638.2812,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,9000000,2679.0625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-95,10000000,3587.0312,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,NaN,2
-96,1000000,117.65625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,2000000,229.53125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,3000000,264.21875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
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-96,5000000,357.5,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,6000000,124.6875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,7000000,375.9375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,8000000,504.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,9000000,136.5625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
-96,10000000,332.96875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,NaN,2
+94,1000000,17.03125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,2000000,50.3125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,3000000,49.21875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
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+94,9000000,50.625,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+94,10000000,29.21875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,,,,1584.0,2
+95,1000000,523.5156,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,2000000,636.71875,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,3000000,556.09375,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,4000000,1144.2969,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,5000000,1807.8906,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,6000000,2280.5469,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,7000000,2688.0469,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,8000000,3638.2812,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
+95,9000000,2679.0625,16,True,222015,0.84186322,3.25e-06,13627,0.0560533,False,0.3563987,0.70934647,1.3e-07,,2
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+96,1000000,117.65625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,2000000,229.53125,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
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+96,4000000,168.59375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,5000000,357.5,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,6000000,124.6875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,7000000,375.9375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,8000000,504.375,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,9000000,136.5625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
+96,10000000,332.96875,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,2
 97,1000000,17.03125,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,2
 97,2000000,16.875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,2
 97,3000000,17.96875,16,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
 98,8000000,17.34375,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,2
 98,9000000,28.125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,2
 98,10000000,49.0625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,2
-99,1000000,23.75,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,2000000,26.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,3000000,127.65625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,4000000,214.21875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,5000000,211.875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,6000000,207.03125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,7000000,153.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,8000000,153.90625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,9000000,180.9375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-99,10000000,409.375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,2
-100,1000000,17.03125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,2000000,50.3125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,3000000,49.21875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,4000000,27.96875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,5000000,16.09375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,6000000,17.65625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,7000000,17.1875,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,8000000,17.34375,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,9000000,17.5,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-100,10000000,38.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,2
-101,1000000,420.70312,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,2000000,255.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,3000000,163.59375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,4000000,152.8125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
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-101,7000000,189.53125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
-101,8000000,338.4375,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,2
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+99,1000000,23.75,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,2000000,26.5625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
+99,3000000,127.65625,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,,,,,2
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+100,10000000,38.75,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,,,,,2
+101,1000000,420.70312,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
+101,2000000,255.3125,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,,2
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 102,1000000,367.5,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,2
 102,2000000,2214.9219,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,2
 102,3000000,3192.8906,64,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
 104,8000000,731.09375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,2
 104,9000000,234.375,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,2
 104,10000000,162.1875,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,2
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-105,2000000,16.875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
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-105,4000000,46.71875,16,False,460428,0.78680487,0.05959824,32111,0.1724566,True,NaN,NaN,NaN,72.0,2
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 110,1000000,28.59375,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,2
 110,2000000,50.3125,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,2
 110,3000000,40.15625,32,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
 111,8000000,28.59375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,2
 111,9000000,40.625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,2
 111,10000000,18.4375,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,2
-112,1000000,1637.6562,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
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-112,4000000,1547.1875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,2
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 115,1000000,105.0,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
 115,2000000,34.53125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
 115,3000000,95.78125,64,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
 115,8000000,22.34375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
 115,9000000,72.03125,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
 115,10000000,242.5,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,2
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 118,1000000,299.21875,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
 118,2000000,333.75,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
 118,3000000,589.0625,16,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
 118,8000000,1586.0156,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
 118,9000000,2180.2344,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
 118,10000000,2619.375,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,2
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 124,2000000,2393.3594,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,2
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@@ -21729,136 +21729,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 124,8000000,1376.1719,32,True,378904,0.82893107,6.27e-05,29606,0.1966717,True,0.20168706,0.12112749,1.5e-07,456.0,2
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 138,1000000,481.71875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
 138,2000000,262.96875,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
 138,3000000,138.28125,64,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
 138,8000000,275.0,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
 138,9000000,225.9375,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
 138,10000000,374.92188,64,True,763383,0.93509109,0.00064615,15506,0.1196407,True,0.55964194,0.42276461,4e-06,1391.0,2
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 144,1000000,2255.1562,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
 144,2000000,213.4375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
 144,3000000,115.46875,16,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
 144,8000000,61.875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
 144,9000000,182.5,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
 144,10000000,122.34375,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,2
-145,1000000,17.03125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,2000000,16.875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,3000000,17.96875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,4000000,17.8125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,5000000,54.0625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,6000000,38.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,7000000,17.1875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,8000000,40.46875,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,9000000,17.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-145,10000000,18.4375,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,2
-146,1000000,28.59375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,2000000,103.59375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,3000000,111.40625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,4000000,17.1875,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,5000000,17.65625,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,6000000,48.59375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,7000000,100.78125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,8000000,17.8125,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,9000000,32.34375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-146,10000000,23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,2
-147,1000000,230.46875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,2000000,27.96875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,3000000,117.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,4000000,18.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
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-147,6000000,16.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,7000000,17.34375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,8000000,17.96875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,9000000,17.34375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
-147,10000000,17.1875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,NaN,NaN,NaN,NaN,2
+145,1000000,17.03125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,,,,769.0,2
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+146,1000000,28.59375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+146,2000000,103.59375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
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+146,10000000,23.4375,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,,2
+147,1000000,230.46875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,2000000,27.96875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,3000000,117.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,4000000,18.90625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,5000000,27.1875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,6000000,16.875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,7000000,17.34375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,8000000,17.96875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,9000000,17.34375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
+147,10000000,17.1875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,2
 148,1000000,41.09375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
 148,2000000,16.875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
 148,3000000,17.96875,32,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
 148,8000000,17.34375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
 148,9000000,17.5,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
 148,10000000,18.4375,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,2
-149,1000000,23.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,2000000,185.625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,3000000,439.0625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,4000000,127.34375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,5000000,404.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,6000000,469.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,7000000,776.40625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,8000000,399.0625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,9000000,340.0,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
-149,10000000,179.0625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,2
+149,1000000,23.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,2000000,185.625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,3000000,439.0625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,4000000,127.34375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,5000000,404.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,6000000,469.84375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,7000000,776.40625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,8000000,399.0625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,9000000,340.0,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
+149,10000000,179.0625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,2
 150,1000000,417.42188,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
 150,2000000,778.8281,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
 150,3000000,1218.4375,32,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
 150,8000000,1378.6719,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
 150,9000000,1988.0469,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
 150,10000000,2722.1094,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,2
-151,1000000,117.03125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,2000000,24.375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,3000000,514.0625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,4000000,719.1406,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,5000000,126.40625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,6000000,109.53125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,7000000,146.25,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,8000000,28.125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,9000000,47.65625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-151,10000000,28.125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,2
-152,1000000,183.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,2000000,1399.9219,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
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-152,4000000,594.6094,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
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-152,6000000,203.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,7000000,414.375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,8000000,487.96875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,9000000,275.78125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
-152,10000000,274.53125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,2
+151,1000000,117.03125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,,,,,2
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+152,1000000,183.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
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+152,4000000,594.6094,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,5000000,368.90625,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
+152,6000000,203.28125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
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+152,10000000,274.53125,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,,,,,2
 153,1000000,118.4375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,2
 153,2000000,103.4375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,2
 153,3000000,202.03125,32,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
 154,8000000,6698.5156,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,2
 154,9000000,5314.6875,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,2
 154,10000000,4465.9375,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,2
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+155,6000000,29.84375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,7000000,25.78125,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,8000000,29.6875,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,9000000,28.59375,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
+155,10000000,30.0,64,True,481273,0.72729493,1.117e-05,12054,0.09137889,False,0.9555135,0.52373642,0.00030227,,2
 156,1000000,312.8125,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
 156,2000000,775.0,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
 156,3000000,373.04688,32,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
 156,8000000,314.45312,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
 156,9000000,1117.8906,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
 156,10000000,314.375,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,2
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 167,1000000,1088.2812,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
 167,2000000,1058.2031,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
 167,3000000,1312.5781,32,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
 167,8000000,2679.7656,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
 167,9000000,4817.0312,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
 167,10000000,5063.9062,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,2
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+169,6000000,1264.6094,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,7000000,881.3281,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,8000000,1527.1875,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,9000000,944.84375,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
+169,10000000,1695.4688,64,True,571989,0.99177771,1.02e-06,5641,0.15604309,False,0.77155465,0.5416289,0.00082305,,2
 170,1000000,137.96875,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,2
 170,2000000,92.65625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,2
 170,3000000,205.0,32,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
 171,8000000,4747.422,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,2
 171,9000000,4761.0938,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,2
 171,10000000,4316.7188,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,2
-172,1000000,110.15625,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,2000000,16.875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,3000000,17.96875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,4000000,17.8125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,5000000,16.09375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,6000000,43.4375,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,7000000,32.03125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-172,8000000,20.46875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
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-172,10000000,21.25,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,2
-173,1000000,80.15625,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,2000000,30.3125,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
-173,3000000,119.6875,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
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-173,5000000,107.5,32,True,692870,0.9098449,0.00027683,5286,0.17027497,False,0.74253811,0.70761801,0.00074619,NaN,2
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 174,1000000,311.79688,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
 174,2000000,557.4219,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
 174,3000000,424.53125,64,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
 174,8000000,308.59375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
 174,9000000,299.53125,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
 174,10000000,400.46875,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,2
-175,1000000,83.90625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,2000000,58.90625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,3000000,70.0,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
-175,4000000,50.625,16,True,610889,0.77281446,0.07475086,22622,0.1482493,False,0.42029364,0.36182602,1.5e-07,NaN,2
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 176,1000000,69.375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
 176,2000000,448.04688,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
 176,3000000,283.4375,16,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
 176,8000000,151.5625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
 176,9000000,108.90625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
 176,10000000,66.25,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,2
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-177,2000000,269.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,3000000,101.875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
-177,4000000,102.34375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
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-177,8000000,164.0625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
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-177,10000000,139.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,NaN,2
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+177,2000000,269.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,3000000,101.875,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,4000000,102.34375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,5000000,19.53125,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
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+177,7000000,38.75,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,8000000,164.0625,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,9000000,46.09375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
+177,10000000,139.84375,64,True,332933,0.99476254,0.00166755,12642,0.02130189,False,0.71099418,0.92269664,7.4e-07,,2
 178,1000000,17.03125,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
 178,2000000,16.875,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
 178,3000000,17.96875,64,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
 178,8000000,17.34375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
 178,9000000,17.5,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
 178,10000000,18.4375,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,2
-179,1000000,181.09375,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,2000000,106.875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,3000000,411.25,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,4000000,267.96875,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,5000000,436.48438,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,6000000,477.65625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,7000000,1348.2812,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
-179,8000000,210.15625,64,False,713540,0.99093211,0.00013835,28993,0.00244892,True,NaN,NaN,NaN,556.0,2
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 195,1000000,17.03125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,2
 195,2000000,16.875,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,2
 195,3000000,49.21875,16,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
 196,8000000,17.34375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,2
 196,9000000,17.5,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,2
 196,10000000,18.4375,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,2
-197,1000000,2848.75,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,2000000,3094.9219,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
-197,3000000,6358.2812,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
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-197,5000000,7829.8438,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,2
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 199,1000000,28.59375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
 199,2000000,16.875,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
 199,3000000,17.96875,16,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
 199,8000000,49.53125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
 199,9000000,40.625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
 199,10000000,18.4375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,2
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+200,10000000,29.21875,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,2
 201,1000000,1503.125,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
 201,2000000,4273.4375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
 201,3000000,4571.4844,64,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
 201,8000000,5674.0625,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
 201,9000000,7949.2188,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
 201,10000000,9840.859,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,2
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 204,1000000,17.03125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
 204,2000000,50.3125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
 204,3000000,28.4375,32,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
 204,8000000,17.34375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
 204,9000000,28.125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
 204,10000000,18.4375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,2
-205,1000000,17.03125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,2000000,16.875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,3000000,28.4375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,4000000,46.71875,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
-205,5000000,16.09375,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,2
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-206,10000000,296.09375,64,False,25613,0.80988604,2.27e-05,4161,0.08117878,False,NaN,NaN,NaN,NaN,2
-207,1000000,2427.2656,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
-207,2000000,5383.828,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,2
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+209,9000000,1719.5312,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
+209,10000000,455.46875,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,2
 210,1000000,321.40625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
 210,2000000,216.5625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
 210,3000000,1464.8438,16,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
 210,8000000,204.84375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
 210,9000000,651.6406,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
 210,10000000,1525.7031,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,2
-211,1000000,17.03125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
-211,2000000,27.65625,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,2
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 214,1000000,17.03125,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
 214,2000000,16.875,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
 214,3000000,40.15625,16,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
 214,8000000,17.34375,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
 214,9000000,50.625,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
 214,10000000,38.75,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,2
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@@ -22729,16 +22729,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,121.71875,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,2
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 224,10000000,22.65625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,2
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 226,1000000,621.09375,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,2
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@@ -22759,66 +22759,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,379.0625,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,2
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@@ -22849,56 +22849,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 242,1000000,140.0,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
 242,2000000,194.14062,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
 242,3000000,230.625,64,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
 242,8000000,17.34375,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
 242,9000000,17.03125,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
 242,10000000,17.96875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,2
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 246,1000000,28.59375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
 246,2000000,16.875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
 246,3000000,28.4375,32,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
 246,8000000,17.34375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
 246,9000000,17.5,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
 246,10000000,18.4375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,2
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 251,1000000,148.4375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
 251,2000000,222.8125,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
 251,3000000,35.46875,16,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
 251,8000000,1451.3281,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
 251,9000000,115.0,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
 251,10000000,2124.8438,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,2
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 253,1000000,1587.9688,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
 253,2000000,3872.6562,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
 253,3000000,4424.297,16,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
 253,8000000,1324.2188,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
 253,9000000,1382.9688,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
 253,10000000,314.84375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,2
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 4,1000000,49.375,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,5
 4,2000000,17.5,16,True,570637,0.71930076,0.08747203,4263,0.04256647,True,0.65657724,0.26075869,7.33e-06,489.0,5
 4,3000000,28.28125,16,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
 5,8000000,1909.2969,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,5
 5,9000000,1720.2344,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,5
 5,10000000,2310.3125,16,True,656682,0.56909148,9.61e-06,12729,0.16437765,True,0.83956546,0.10513742,0.00080508,938.0,5
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-7,7000000,16.875,32,True,523736,0.54697026,0.00075811,30524,0.06439522,False,0.14047988,0.71916393,1.44e-06,NaN,5
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-8,5000000,58.4375,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
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-8,8000000,32.65625,32,True,829116,0.50234774,0.00244953,9595,0.14730361,False,0.25626561,0.58039576,2.334e-05,NaN,5
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+9,8000000,59.375,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,9000000,97.5,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+9,10000000,100.78125,16,False,447691,0.92320434,0.00314338,10466,0.16294577,True,,,,1386.0,5
+10,1000000,208.75,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,2000000,634.6875,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,3000000,212.03125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,4000000,30.78125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,5000000,20.78125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,6000000,36.09375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,7000000,726.5625,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,8000000,3474.8438,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,9000000,60.9375,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
+10,10000000,783.28125,64,False,956129,0.8219951,0.00013161,20273,0.00481945,True,,,,858.0,5
 11,1000000,331.01562,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
 11,2000000,213.59375,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
 11,3000000,214.84375,16,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
 11,8000000,241.875,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
 11,9000000,318.28125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
 11,10000000,349.53125,16,True,570405,0.79543638,0.00074409,21759,0.13076855,True,0.89758113,0.37388625,5.54e-06,1784.0,5
-12,1000000,27.96875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,2000000,50.625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,3000000,40.3125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,4000000,37.96875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,5000000,29.375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,6000000,50.9375,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,7000000,17.1875,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,8000000,43.90625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,9000000,17.65625,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
-12,10000000,17.8125,64,False,101148,0.95974131,0.00372569,32732,0.03074021,False,NaN,NaN,NaN,NaN,5
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+13,4000000,47.1875,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,5000000,50.0,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,6000000,50.9375,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,7000000,49.0625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,8000000,52.5,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,9000000,50.78125,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
+13,10000000,50.15625,64,False,407790,0.5345835,0.00307004,15421,0.14468906,False,,,,,5
 14,1000000,766.09375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
 14,2000000,2651.7969,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
 14,3000000,41.5625,64,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
 14,8000000,46.09375,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
 14,9000000,108.28125,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
 14,10000000,152.1875,64,True,521527,0.52716899,1e-05,1611,0.15894584,True,0.35189816,0.92880048,6.571e-05,64.0,5
-15,1000000,17.5,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,2000000,25.9375,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,3000000,28.90625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,4000000,121.71875,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,5000000,75.15625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,6000000,45.15625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,7000000,113.90625,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
-15,8000000,114.53125,16,False,577662,0.61894641,0.04688889,20514,0.10759093,False,NaN,NaN,NaN,NaN,5
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+16,4000000,4206.4062,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
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+16,6000000,4330.8594,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,7000000,4207.1094,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,8000000,3223.125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,9000000,4910.8594,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
+16,10000000,5030.3125,16,False,739818,0.7452294,1.371e-05,9098,0.0125478,True,,,,360.0,5
 17,1000000,278.4375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
 17,2000000,45.9375,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
 17,3000000,776.1719,16,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
 17,8000000,1134.9219,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
 17,9000000,300.3125,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
 17,10000000,17.1875,16,True,679721,0.72684842,0.00048183,29488,0.19807745,True,0.66644742,0.27068915,1.2e-07,1517.0,5
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-18,2000000,41.40625,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,3000000,17.03125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
-18,4000000,18.125,16,True,588739,0.91552423,0.00139608,28726,0.05543486,False,0.19377958,0.95326374,5.623e-05,NaN,5
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 20,1000000,77.8125,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
 20,2000000,131.875,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
 20,3000000,148.28125,64,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
 20,8000000,136.40625,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
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 20,10000000,24.375,64,True,517873,0.56603405,0.00383971,13596,0.11351884,True,0.15339928,0.49317572,2.65e-06,1881.0,5
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 28,1000000,229.375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
 28,2000000,365.9375,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
 28,3000000,107.96875,16,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
 28,8000000,1410.625,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
 28,9000000,1502.7344,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
 28,10000000,265.0,16,True,588022,0.63641095,7.149e-05,7279,0.09251132,True,0.80179793,0.08618688,1.189e-05,614.0,5
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 34,1000000,624.0625,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
 34,2000000,843.59375,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
 34,3000000,1064.5312,32,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
 34,8000000,3386.4844,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
 34,9000000,3545.1562,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
 34,10000000,3656.7188,32,True,16614,0.71439786,2.19e-06,9021,0.04501102,True,0.13974468,0.02191586,2.9e-07,1237.0,5
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 44,1000000,139.53125,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
 44,2000000,188.4375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
 44,3000000,145.3125,16,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
 44,8000000,213.4375,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
 44,9000000,317.96875,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
 44,10000000,725.3906,16,True,25312,0.67130549,0.00129168,9883,0.04274024,True,0.58136884,0.69831731,4.873e-05,1898.0,5
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+49,8000000,17.5,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,9000000,17.65625,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
+49,10000000,17.8125,16,False,740151,0.94903118,0.00230628,17815,0.06158483,False,,,,,5
 50,1000000,49.6875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
 50,2000000,361.875,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
 50,3000000,4716.4844,16,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
 50,8000000,132.5,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
 50,9000000,123.75,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
 50,10000000,308.90625,16,True,680676,0.53160381,0.00108704,16186,0.057516,True,0.51936762,0.3742483,6.7e-06,675.0,5
-51,1000000,287.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,2000000,505.39062,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,3000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,4000000,51.25,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,5000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,6000000,17.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,7000000,43.75,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,8000000,27.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,9000000,42.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-51,10000000,26.875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,NaN,5
-52,1000000,989.2969,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,2000000,2883.75,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,3000000,4985.1562,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,4000000,4541.7188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,5000000,4474.0625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,6000000,4858.047,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,7000000,4821.7188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,8000000,4496.4062,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,9000000,5296.4844,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
-52,10000000,5533.828,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,NaN,NaN,NaN,1918.0,5
+51,1000000,287.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,2000000,505.39062,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,3000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,4000000,51.25,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,5000000,17.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,6000000,17.1875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,7000000,43.75,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,8000000,27.8125,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,9000000,42.5,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+51,10000000,26.875,64,True,97728,0.67169586,0.00090185,21949,0.08005409,False,0.35837407,0.7241926,3.551e-05,,5
+52,1000000,989.2969,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,2000000,2883.75,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,3000000,4985.1562,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,4000000,4541.7188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,5000000,4474.0625,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,6000000,4858.047,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,7000000,4821.7188,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,8000000,4496.4062,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,9000000,5296.4844,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
+52,10000000,5533.828,64,False,764803,0.84912424,4.759e-05,5712,0.01346456,True,,,,1918.0,5
 53,1000000,17.5,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,5
 53,2000000,17.5,16,True,590115,0.87269904,0.01740812,30731,0.19670182,True,0.38653183,0.15633059,5.492e-05,1314.0,5
 53,3000000,28.28125,16,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
 54,8000000,705.625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,5
 54,9000000,426.5625,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,5
 54,10000000,202.34375,64,True,498291,0.79054096,1.614e-05,6389,0.17205659,True,0.47591469,0.12467566,6.73e-06,1960.0,5
-55,1000000,4416.0156,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,2000000,3572.7344,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,3000000,3962.3438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,4000000,4640.703,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,5000000,5327.422,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,6000000,5169.6875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,7000000,3580.8594,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,8000000,4665.1562,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,9000000,4565.3906,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
-55,10000000,3268.8281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,NaN,NaN,NaN,864.0,5
+55,1000000,4416.0156,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,2000000,3572.7344,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,3000000,3962.3438,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,4000000,4640.703,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,5000000,5327.422,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,6000000,5169.6875,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,7000000,3580.8594,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,8000000,4665.1562,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,9000000,4565.3906,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
+55,10000000,3268.8281,32,False,118219,0.63562604,0.00010446,13716,0.13460531,True,,,,864.0,5
 56,1000000,27.96875,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
 56,2000000,17.5,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
 56,3000000,17.03125,32,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
 56,8000000,17.5,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
 56,9000000,17.65625,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
 56,10000000,17.8125,32,True,822589,0.82671058,0.00428265,18068,0.02298495,True,0.41131985,0.32783256,1.3e-07,1475.0,5
-57,1000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,2000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,3000000,40.3125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,4000000,18.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,5000000,15.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,6000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,7000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,8000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,9000000,42.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
-57,10000000,29.84375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,NaN,NaN,NaN,731.0,5
+57,1000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,2000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,3000000,40.3125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,4000000,18.125,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,5000000,15.625,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,6000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,7000000,17.1875,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,8000000,17.5,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,9000000,42.34375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
+57,10000000,29.84375,16,False,703522,0.81739316,0.06247572,4303,0.17356626,True,,,,731.0,5
 58,1000000,132.8125,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
 58,2000000,111.5625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
 58,3000000,114.0625,16,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
 58,8000000,316.40625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
 58,9000000,173.4375,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
 58,10000000,280.625,16,True,518643,0.92138843,7.346e-05,8098,0.01702587,True,0.22918248,0.10901392,1.15e-06,133.0,5
-59,1000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,2000000,28.125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,3000000,17.03125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,4000000,18.125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,5000000,15.625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,6000000,17.1875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,7000000,17.1875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,8000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,9000000,42.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-59,10000000,29.84375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,NaN,NaN,NaN,1563.0,5
-60,1000000,376.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
-60,2000000,239.375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
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-60,8000000,3773.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
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-60,10000000,4681.797,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,NaN,NaN,NaN,NaN,5
+59,1000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,2000000,28.125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,3000000,17.03125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,4000000,18.125,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,5000000,15.625,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,6000000,17.1875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,7000000,17.1875,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,8000000,17.5,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,9000000,42.34375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+59,10000000,29.84375,16,False,162978,0.7798412,0.00736678,15512,0.03152041,True,,,,1563.0,5
+60,1000000,376.40625,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,2000000,239.375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,3000000,169.84375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,4000000,758.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,5000000,108.75,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,6000000,672.1875,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,7000000,2321.25,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,8000000,3773.4375,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,9000000,1690.3125,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
+60,10000000,4681.797,64,False,29946,0.94784565,9.18e-05,28907,0.13846617,False,,,,,5
 61,1000000,214.21875,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
 61,2000000,4405.9375,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
 61,3000000,4574.6875,32,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
 61,8000000,6801.0156,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
 61,9000000,7541.172,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
 61,10000000,9211.641,32,True,496486,0.84086997,2.436e-05,17670,0.02435868,True,0.05633829,0.97102413,1e-07,358.0,5
-62,1000000,27.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,2000000,92.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,3000000,50.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,4000000,65.0,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,5000000,32.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,6000000,105.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,7000000,168.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,8000000,189.0625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,9000000,112.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
-62,10000000,178.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,NaN,5
+62,1000000,27.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,2000000,92.96875,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,3000000,50.9375,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,4000000,65.0,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,5000000,32.03125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,6000000,105.625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,7000000,168.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,8000000,189.0625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,9000000,112.65625,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
+62,10000000,178.28125,32,True,882018,0.85981008,0.06791252,17138,0.06078033,False,0.93151053,0.52555382,1.17e-06,,5
 63,1000000,27.96875,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
 63,2000000,28.125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
 63,3000000,40.3125,32,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
 63,8000000,28.4375,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
 63,9000000,17.65625,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
 63,10000000,17.8125,32,True,248455,0.65911675,0.01967376,15579,0.08947287,True,0.88187134,0.94557651,0.00092803,754.0,5
-64,1000000,687.8906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,2000000,3210.1562,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,3000000,3619.6875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,4000000,5510.3906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,5000000,4711.797,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,6000000,6572.422,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,7000000,6974.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,8000000,5984.453,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,9000000,5121.172,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
-64,10000000,6560.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,NaN,NaN,NaN,1689.0,5
+64,1000000,687.8906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,2000000,3210.1562,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,3000000,3619.6875,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,4000000,5510.3906,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,5000000,4711.797,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,6000000,6572.422,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,7000000,6974.375,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,8000000,5984.453,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,9000000,5121.172,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
+64,10000000,6560.0,64,False,676021,0.62244474,1.209e-05,6295,0.18462857,True,,,,1689.0,5
 65,1000000,315.3125,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,5
 65,2000000,704.9219,16,True,843016,0.90901665,3.25e-06,5988,0.06153554,True,0.43041637,0.11654153,1.874e-05,494.0,5
 65,3000000,1101.4844,16,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
 66,8000000,5164.6875,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,5
 66,9000000,4672.0312,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,5
 66,10000000,4282.1094,32,True,975909,0.9662806,9.099e-05,8711,0.05082924,True,0.04959287,0.64330806,4.3e-06,755.0,5
-67,1000000,17.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,2000000,17.5,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,3000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,4000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,5000000,16.40625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,6000000,17.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,7000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,8000000,17.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,9000000,17.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
-67,10000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,NaN,NaN,NaN,NaN,5
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+67,3000000,17.65625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,4000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,5000000,16.40625,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,6000000,17.34375,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,7000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,8000000,17.03125,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,9000000,17.96875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
+67,10000000,17.1875,64,False,954381,0.67596812,0.0307407,25466,0.07212751,False,,,,,5
 68,1000000,3437.2656,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,5
 68,2000000,6029.375,16,True,745494,0.76345372,0.0002744,1041,0.08565494,True,0.21617072,0.93307,7.3e-07,1717.0,5
 68,3000000,80.0,16,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
 70,8000000,2330.5469,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,5
 70,9000000,2617.1875,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,5
 70,10000000,3392.9688,32,True,108125,0.90866956,0.00023212,29032,0.14692454,True,0.3797759,0.52048196,0.00035995,1475.0,5
-71,1000000,135.15625,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,2000000,1678.5156,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,3000000,1994.7656,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,4000000,1332.3438,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,5000000,3430.0781,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,6000000,3339.6094,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,7000000,4354.297,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
-71,8000000,4690.547,16,False,919590,0.85522788,7.67e-06,16373,0.02892289,True,NaN,NaN,NaN,680.0,5
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 75,1000000,38.28125,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,5
 75,2000000,17.5,64,True,212262,0.52969159,0.02399575,30183,0.02490392,True,0.18361835,0.12473948,0.00039762,114.0,5
 75,3000000,17.03125,64,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
 76,8000000,226.875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,5
 76,9000000,454.6875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,5
 76,10000000,516.71875,64,True,863611,0.78325305,6.912e-05,11891,0.15171546,True,0.66074573,0.52215282,8.71e-06,1803.0,5
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+81,5000000,48.125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,6000000,17.8125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,7000000,17.1875,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,8000000,41.5625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,9000000,28.90625,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
+81,10000000,17.8125,64,False,999809,0.59862974,0.00047265,10237,0.06153054,False,,,,,5
 82,1000000,511.79688,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
 82,2000000,324.84375,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
 82,3000000,819.1406,64,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
 82,8000000,4526.25,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
 82,9000000,5917.9688,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
 82,10000000,6831.25,64,True,873962,0.91699082,1.173e-05,25506,0.00342206,True,0.23727177,0.51179433,8.86e-05,196.0,5
-83,1000000,38.28125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,2000000,28.125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,3000000,40.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,4000000,28.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,5000000,15.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,6000000,30.46875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,7000000,49.0625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,8000000,28.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,9000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-83,10000000,17.8125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,NaN,NaN,NaN,NaN,5
-84,1000000,1118.3594,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,2000000,4455.2344,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,3000000,2398.125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,4000000,6150.8594,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,5000000,7218.2812,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,6000000,5608.125,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
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-84,9000000,7355.7812,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-84,10000000,9221.016,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,NaN,NaN,NaN,1507.0,5
-85,1000000,17.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,2000000,41.40625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,3000000,17.03125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,4000000,18.125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,5000000,15.625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,6000000,40.3125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,7000000,17.1875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,8000000,17.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,9000000,42.34375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-85,10000000,29.84375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,NaN,NaN,NaN,137.0,5
-86,1000000,100.0,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,2000000,114.0625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
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-86,4000000,597.8906,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,5000000,269.0625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,6000000,1442.1094,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
-86,7000000,3569.6875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
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-86,10000000,5539.453,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,NaN,NaN,NaN,NaN,5
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+83,3000000,40.3125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,4000000,28.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,5000000,15.625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,6000000,30.46875,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,7000000,49.0625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,8000000,28.4375,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,9000000,17.65625,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+83,10000000,17.8125,32,False,229436,0.83857057,0.0009213,1343,0.09568941,False,,,,,5
+84,1000000,1118.3594,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
+84,2000000,4455.2344,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
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+84,10000000,9221.016,16,False,582748,0.55373628,2.74e-05,15522,0.00516906,True,,,,1507.0,5
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+85,3000000,17.03125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,4000000,18.125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,5000000,15.625,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,6000000,40.3125,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,7000000,17.1875,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,8000000,17.5,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,9000000,42.34375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+85,10000000,29.84375,16,False,639991,0.97427015,0.00778719,27954,0.09859356,True,,,,137.0,5
+86,1000000,100.0,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,2000000,114.0625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,3000000,111.5625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,4000000,597.8906,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,5000000,269.0625,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,6000000,1442.1094,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,7000000,3569.6875,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,8000000,2417.4219,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,9000000,4672.422,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
+86,10000000,5539.453,64,False,719677,0.67499642,1.87e-05,9446,0.02633151,False,,,,,5
 87,1000000,862.2656,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
 87,2000000,737.03125,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
 87,3000000,263.75,16,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
 87,8000000,16.71875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
 87,9000000,2858.75,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
 87,10000000,147.96875,16,True,652481,0.92662299,0.00023803,31791,0.05386088,True,0.48891534,0.26355266,0.00019718,466.0,5
-88,1000000,49.375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,2000000,50.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,3000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,4000000,28.4375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,5000000,15.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,6000000,17.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,7000000,49.0625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,8000000,17.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,9000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
-88,10000000,17.8125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,NaN,NaN,NaN,1932.0,5
+88,1000000,49.375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,2000000,50.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,3000000,17.03125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,4000000,28.4375,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,5000000,15.625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,6000000,17.1875,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,7000000,49.0625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,8000000,17.5,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,9000000,17.65625,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
+88,10000000,17.8125,16,False,715435,0.77902562,0.00334765,14313,0.0020567,True,,,,1932.0,5
 89,1000000,480.15625,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
 89,2000000,792.34375,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
 89,3000000,1565.1562,64,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
 89,8000000,4327.0312,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
 89,9000000,3758.5156,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
 89,10000000,1172.0312,64,True,1687,0.9708339,2.464e-05,6925,0.13861011,True,0.2720031,0.97534373,3.613e-05,1042.0,5
-90,1000000,64.53125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,2000000,59.21875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,3000000,91.25,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,4000000,18.28125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,5000000,16.5625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,6000000,17.5,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,7000000,17.8125,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,8000000,16.71875,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,9000000,17.65625,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-90,10000000,17.34375,32,False,141837,0.9836689,0.02021227,20631,0.00953833,False,NaN,NaN,NaN,NaN,5
-91,1000000,720.0781,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
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-91,7000000,2697.4219,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,8000000,2510.3125,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
-91,9000000,2316.25,64,False,101173,0.87949228,1.22e-06,31723,0.12339655,False,NaN,NaN,NaN,NaN,5
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-92,1000000,1840.7812,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,NaN,NaN,NaN,526.0,5
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+92,6000000,5108.047,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,7000000,3027.1094,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,8000000,637.03125,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,9000000,19.21875,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
+92,10000000,25.15625,64,False,519482,0.53303713,0.00023018,14936,0.04135641,True,,,,526.0,5
 93,1000000,49.0625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
 93,2000000,226.71875,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
 93,3000000,121.40625,32,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
 93,8000000,64.0625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
 93,9000000,155.15625,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
 93,10000000,150.3125,32,True,906328,0.90818215,0.0005793,28064,0.19251662,True,0.63452349,0.99801406,0.00089445,1207.0,5
-94,1000000,49.375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,2000000,17.5,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,3000000,17.03125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,4000000,18.125,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,5000000,39.84375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,6000000,50.9375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,7000000,17.1875,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
-94,8000000,28.4375,16,False,3086,0.59945567,0.06034146,11513,0.12803963,True,NaN,NaN,NaN,1584.0,5
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+96,9000000,262.65625,16,True,800460,0.9777842,3.826e-05,27270,0.02169418,False,0.75352198,0.16441815,5.06e-06,,5
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 97,1000000,27.96875,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,5
 97,2000000,17.5,16,True,591005,0.71776577,0.00985023,30339,0.06053158,True,0.49140937,0.59226995,0.00086182,1395.0,5
 97,3000000,28.28125,16,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
 98,8000000,17.5,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,5
 98,9000000,17.65625,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,5
 98,10000000,17.8125,32,True,944683,0.56777422,0.00399328,30400,0.13326845,True,0.20700103,0.37380057,6.722e-05,1300.0,5
-99,1000000,110.0,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,2000000,194.375,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,3000000,420.78125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,4000000,128.125,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
-99,5000000,96.71875,64,False,816339,0.95572544,2.408e-05,12754,0.07659889,False,NaN,NaN,NaN,NaN,5
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-100,7000000,49.0625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,8000000,57.03125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,9000000,28.125,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-100,10000000,50.15625,16,False,888380,0.93015534,0.00184077,11953,0.110221,False,NaN,NaN,NaN,NaN,5
-101,1000000,277.1875,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,2000000,225.0,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
-101,3000000,546.9531,64,True,627543,0.75122654,7.06e-06,5734,0.15487857,False,0.98316914,0.9824253,0.00093469,NaN,5
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 102,1000000,684.9219,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,5
 102,2000000,2608.3594,64,True,458767,0.87870328,1.043e-05,19001,0.03797753,True,0.12539303,0.36406264,1e-07,850.0,5
 102,3000000,2847.2656,64,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
 104,8000000,371.64062,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,5
 104,9000000,141.5625,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,5
 104,10000000,292.8125,64,True,788133,0.77764705,9.51e-05,31355,0.12006488,True,0.42336381,0.78376591,5.956e-05,1833.0,5
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 110,1000000,17.5,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,5
 110,2000000,50.625,32,True,15260,0.67105194,0.01310263,28519,0.19220169,True,0.0541254,0.91415076,1.66e-06,1116.0,5
 110,3000000,28.28125,32,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
 111,8000000,17.5,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,5
 111,9000000,17.65625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,5
 111,10000000,50.15625,64,True,666214,0.70043978,0.00693383,17776,0.0482671,True,0.26547862,0.53699712,6.498e-05,1899.0,5
-112,1000000,1632.1875,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,2000000,3284.0625,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,3000000,2471.6406,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,4000000,3432.8906,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
-112,5000000,3299.4531,64,False,169777,0.68703131,0.00011719,22813,0.0598825,True,NaN,NaN,NaN,151.0,5
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+114,10000000,129.375,64,False,580668,0.88743989,0.05250037,2188,0.03033262,False,,,,,5
 115,1000000,222.5,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
 115,2000000,340.9375,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
 115,3000000,101.71875,64,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
 115,8000000,505.46875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
 115,9000000,1395.0781,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
 115,10000000,1992.1875,64,True,873450,0.72223948,0.00032506,18167,0.12946331,True,0.11009642,0.32519515,4.7e-07,1113.0,5
-116,1000000,17.5,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,2000000,20.0,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,3000000,166.25,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,4000000,237.8125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,5000000,48.4375,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,6000000,250.3125,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
-116,7000000,16.875,16,False,965770,0.81006294,0.00122317,32304,0.17756935,False,NaN,NaN,NaN,NaN,5
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 118,1000000,305.0,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
 118,2000000,590.7031,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
 118,3000000,1115.2344,16,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
 118,8000000,2621.4844,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
 118,9000000,2386.7188,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
 118,10000000,2753.2031,16,True,194062,0.84273357,1.77e-06,4257,0.02770055,True,0.30576281,0.26251315,0.0001005,1997.0,5
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@@ -24289,136 +24289,136 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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@@ -24429,56 +24429,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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+143,5000000,15.625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,6000000,17.1875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,7000000,38.125,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,8000000,17.5,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,9000000,17.65625,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
+143,10000000,39.21875,16,False,207264,0.89876318,0.01097101,30452,0.0239967,True,,,,334.0,5
 144,1000000,171.5625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
 144,2000000,540.625,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
 144,3000000,192.65625,16,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
 144,8000000,4766.0156,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
 144,9000000,211.875,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
 144,10000000,209.53125,16,True,110594,0.66084881,0.00013582,1803,0.0782783,True,0.49864275,0.82748081,0.0001878,161.0,5
-145,1000000,17.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,2000000,17.5,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,3000000,40.3125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,4000000,18.125,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
-145,5000000,15.625,32,False,238753,0.88096326,0.02843294,26614,0.02235291,True,NaN,NaN,NaN,769.0,5
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-146,10000000,37.5,64,True,155291,0.65634492,0.02640105,31452,0.04229503,False,0.28061525,0.88826023,4.6e-07,NaN,5
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+147,5000000,29.375,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,6000000,17.1875,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,7000000,29.53125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,8000000,17.5,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,9000000,28.125,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
+147,10000000,50.15625,16,False,700940,0.92090787,0.00068131,16160,0.1247546,False,,,,,5
 148,1000000,257.65625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
 148,2000000,92.03125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
 148,3000000,33.125,32,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
 148,8000000,29.0625,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
 148,9000000,27.96875,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
 148,10000000,28.125,32,True,75072,0.92223525,0.00721131,18290,0.19588558,True,0.76900261,0.27370669,2.98e-06,439.0,5
-149,1000000,601.71875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,2000000,321.79688,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,3000000,370.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,4000000,465.85938,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,5000000,523.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
-149,6000000,147.65625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
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-149,8000000,433.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
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-149,10000000,389.21875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,NaN,5
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+149,2000000,321.79688,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,3000000,370.9375,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,4000000,465.85938,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,5000000,523.125,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,6000000,147.65625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,7000000,292.65625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,8000000,433.75,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,9000000,1166.5625,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
+149,10000000,389.21875,64,True,840181,0.83078882,1.97e-06,26768,0.12592339,False,0.75123508,0.56550972,0.00022192,,5
 150,1000000,289.21875,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
 150,2000000,592.03125,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
 150,3000000,1197.1094,32,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
 150,8000000,2075.9375,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
 150,9000000,2082.8906,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
 150,10000000,2829.6094,32,True,968237,0.61309815,1.2e-06,11368,0.10099937,True,0.56365582,0.87553995,6.591e-05,1246.0,5
-151,1000000,107.34375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,2000000,21.40625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,3000000,234.53125,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,4000000,64.21875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,5000000,93.90625,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,6000000,234.6875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,7000000,66.25,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,8000000,104.84375,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,9000000,294.21875,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-151,10000000,180.0,64,False,824447,0.80387092,0.00027468,1446,0.12164612,False,NaN,NaN,NaN,NaN,5
-152,1000000,394.375,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,2000000,222.96875,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
-152,3000000,1685.0,64,False,874971,0.77783131,3.21e-06,16372,0.06342532,False,NaN,NaN,NaN,NaN,5
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 153,1000000,421.01562,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,5
 153,2000000,126.09375,32,True,909186,0.59368045,0.00308065,31828,0.03587983,True,0.69678611,0.78136239,9.17e-06,1220.0,5
 153,3000000,175.78125,32,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
 154,8000000,5398.5156,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,5
 154,9000000,6420.4688,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,5
 154,10000000,7255.547,16,True,112981,0.66071096,2.654e-05,15138,0.18609515,True,0.40737436,0.61944125,0.00061126,267.0,5
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 156,1000000,254.0625,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
 156,2000000,536.7969,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
 156,3000000,1128.4375,32,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
 156,8000000,2057.6562,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
 156,9000000,2217.3438,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
 156,10000000,1832.3438,32,True,413736,0.76141214,1.67e-06,5653,0.1204367,True,0.83895311,0.33367283,2.6e-07,168.0,5
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 167,2000000,954.6875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,5
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@@ -24719,26 +24719,26 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 167,8000000,4569.297,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,5
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 167,10000000,4847.1875,32,True,577717,0.58483906,6.27e-06,14262,0.08593708,True,0.14028088,0.04881843,1.3e-07,544.0,5
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 170,1000000,121.5625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,5
 170,2000000,391.40625,32,True,410462,0.86125004,1.562e-05,30985,0.13766989,True,0.77130893,0.09233312,0.00079268,99.0,5
 170,3000000,161.40625,32,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
 171,8000000,4827.0312,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,5
 171,9000000,4870.2344,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,5
 171,10000000,5138.75,64,True,758072,0.50003685,1.867e-05,24804,0.10693488,True,0.39969345,0.38179386,1.873e-05,1336.0,5
-172,1000000,21.71875,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
-172,2000000,22.03125,64,True,392644,0.57198827,0.01057097,23669,0.0823268,False,0.66853102,0.17315753,1.3e-07,NaN,5
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 174,1000000,271.25,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
 174,2000000,257.65625,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
 174,3000000,481.5625,64,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
 174,8000000,334.375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
 174,9000000,696.09375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
 174,10000000,118.4375,64,True,396030,0.61529732,5.249e-05,31127,0.0592216,True,0.5873066,0.2654556,7.83e-06,1669.0,5
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 176,1000000,31.09375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
 176,2000000,113.90625,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
 176,3000000,185.15625,16,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
 176,8000000,78.125,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
 176,9000000,59.375,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
 176,10000000,3269.9219,16,True,755035,0.76794149,0.00217856,27069,0.04692401,True,0.71127666,0.39883136,1.3e-07,870.0,5
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 178,1000000,17.5,64,True,176947,0.65990367,0.0121374,18151,0.01012422,True,0.68713982,0.54298475,1.949e-05,450.0,5
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@@ -24829,166 +24829,166 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 195,1000000,49.375,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,5
 195,2000000,28.125,16,True,625801,0.8113945,0.0155287,30721,0.02925531,True,0.43318679,0.01089425,1.9e-07,453.0,5
 195,3000000,17.03125,16,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
 196,8000000,52.5,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,5
 196,9000000,17.65625,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,5
 196,10000000,17.8125,32,True,876809,0.66213644,0.04198692,31968,0.09052245,True,0.29874947,0.77857034,1.24e-06,762.0,5
-197,1000000,1498.9844,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,2000000,4910.2344,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
-197,3000000,2592.5781,32,False,996105,0.61610488,5.849e-05,9369,0.07286157,True,NaN,NaN,NaN,744.0,5
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 199,1000000,49.375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
 199,2000000,50.625,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
 199,3000000,17.03125,16,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
 199,8000000,17.5,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
 199,9000000,50.78125,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
 199,10000000,29.84375,16,True,811573,0.90780879,0.00564568,10161,0.09949935,True,0.19651553,0.4414828,9.003e-05,1054.0,5
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+200,10000000,29.53125,64,False,32597,0.78420952,0.00111124,31549,0.00562409,False,,,,,5
 201,1000000,1040.4688,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
 201,2000000,3993.2031,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
 201,3000000,5198.4375,64,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
 201,8000000,6469.375,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
 201,9000000,6230.7812,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
 201,10000000,7320.1562,64,True,407554,0.52225481,1.735e-05,7146,0.04382133,True,0.28464386,0.96265711,2.57e-06,1789.0,5
-202,1000000,196.25,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,2000000,195.15625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,3000000,458.90625,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,4000000,725.0,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,5000000,601.09375,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
-202,6000000,726.71875,16,False,62306,0.73138061,1.07e-06,26746,0.19014672,True,NaN,NaN,NaN,1818.0,5
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 204,1000000,17.5,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
 204,2000000,17.5,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
 204,3000000,28.28125,32,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
 204,8000000,17.5,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
 204,9000000,50.78125,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
 204,10000000,29.84375,32,True,600880,0.6907611,0.0217723,10963,0.11574242,True,0.87749932,0.2613775,2.1e-07,1498.0,5
-205,1000000,17.5,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,2000000,41.40625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,3000000,17.03125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,4000000,18.125,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
-205,5000000,15.625,32,False,27386,0.9760549,0.02443948,20828,0.00438894,True,NaN,NaN,NaN,922.0,5
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-207,1000000,1209.2969,32,False,742274,0.94857294,7.946e-05,20122,0.13922757,True,NaN,NaN,NaN,944.0,5
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+209,10000000,576.3281,16,False,733383,0.83484245,1.208e-05,28382,0.19135774,False,,,,,5
 210,1000000,163.75,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
 210,2000000,163.4375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
 210,3000000,486.25,16,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
 210,8000000,322.65625,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
 210,9000000,480.9375,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
 210,10000000,199.21875,16,True,902024,0.92919907,0.00020333,12682,0.18787659,True,0.55800654,0.06395317,5.8e-07,1209.0,5
-211,1000000,17.5,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,2000000,28.125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
-211,3000000,28.28125,32,False,869735,0.99670261,0.00659643,15788,0.166953,True,NaN,NaN,NaN,1946.0,5
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 214,2000000,17.5,16,True,454945,0.9881367,0.05263797,5459,0.17663461,True,0.51255912,0.1722708,2.91e-06,1487.0,5
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@@ -25189,86 +25189,86 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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@@ -25289,16 +25289,16 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 224,8000000,160.625,64,True,434961,0.78769831,0.00021654,24929,0.00218181,True,0.34420556,0.61307241,0.00012701,153.0,5
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 226,1000000,83.90625,16,True,154983,0.6224951,0.000922,20465,0.04728777,True,0.48724123,0.45857966,0.00016375,944.0,5
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@@ -25319,66 +25319,66 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
 227,8000000,757.03125,64,True,532447,0.91205239,7.74e-06,15782,0.12220678,True,0.75919795,0.08820629,0.00061047,937.0,5
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@@ -25409,56 +25409,56 @@ config_id,budget,performance,hp_config.buffer_batch_size,hp_config.buffer_prio_s
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 242,1000000,288.75,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
 242,2000000,276.875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
 242,3000000,27.96875,64,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
 242,8000000,17.65625,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
 242,9000000,16.875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
 242,10000000,16.71875,64,True,911637,0.6844246,0.00023443,14626,0.024174,True,0.74484885,0.03277747,3.4e-07,51.0,5
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 246,1000000,27.96875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
 246,2000000,50.625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
 246,3000000,17.03125,32,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
 246,8000000,28.4375,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
 246,9000000,17.65625,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
 246,10000000,39.21875,32,True,35099,0.83225053,0.02179897,11740,0.17527727,True,0.24558108,0.90259066,1.082e-05,1217.0,5
-247,1000000,197.03125,16,True,56757,0.95250037,4.72e-06,27996,0.07085591,False,0.37139311,0.2750072,2.4e-07,NaN,5
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 251,1000000,228.35938,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
 251,2000000,30.0,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
 251,3000000,160.0,16,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
 251,8000000,28.90625,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
 251,9000000,219.84375,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
 251,10000000,17.1875,16,True,315853,0.53508678,0.000319,31613,0.12274489,True,0.95658834,0.39534488,6.167e-05,1269.0,5
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 253,1000000,105.9375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
 253,2000000,89.53125,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
 253,3000000,16.25,16,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
 253,8000000,215.15625,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
 253,9000000,2612.2656,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
 253,10000000,189.84375,16,True,302922,0.83860621,0.00077503,11522,0.1668623,True,0.26794216,0.56434794,8.18e-06,892.0,5
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